diff --git a/UD_any/data/feature_models/b0/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b0/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..033d2dd9266c408a98451d5b83c25dc79529e43c
--- /dev/null
+++ b/UD_any/data/feature_models/b0/lemmatizer_rules_incremental.fm
@@ -0,0 +1,16 @@
+# FORM
+b.0#FORM
+# POS
+b.0#POS
+# MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
diff --git a/UD_any/data/feature_models/b0/morpho_incremental.fm b/UD_any/data/feature_models/b0/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..beca1d8990786a9386f821259c32af3324a387ab
--- /dev/null
+++ b/UD_any/data/feature_models/b0/morpho_incremental.fm
@@ -0,0 +1,41 @@
+# FORM
+b.0#FORM.fasttext
+# POS
+b.0#POS
+# MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
diff --git a/UD_any/data/feature_models/b0/parser_nofuture.fm b/UD_any/data/feature_models/b0/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..024e113f5ab7e649ed94e53f8c2a247e6b3a10be
--- /dev/null
+++ b/UD_any/data/feature_models/b0/parser_nofuture.fm
@@ -0,0 +1,98 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.0#POS
+b.0.ldep#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b0/tagger_incremental.fm b/UD_any/data/feature_models/b0/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..e1f2841f7952b5f202b8eff83ccf30372352ced2
--- /dev/null
+++ b/UD_any/data/feature_models/b0/tagger_incremental.fm
@@ -0,0 +1,24 @@
+# FORM
+b.0#FORM.fasttext
+# POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b0/tokenizer_incremental.fm b/UD_any/data/feature_models/b0/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..0d674e861cd589e4831bf47ebd4b94bbe1b060b6
--- /dev/null
+++ b/UD_any/data/feature_models/b0/tokenizer_incremental.fm
@@ -0,0 +1,43 @@
+# FORM
+b.0#FORM.fasttext
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.0#POS
+# MORPHO
+b.0#MORPHO
diff --git a/UD_any/data/feature_models/b1/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b1/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..ab8cd8c7da6402bf67850bdff063b75976a1979a
--- /dev/null
+++ b/UD_any/data/feature_models/b1/lemmatizer_rules_incremental.fm
@@ -0,0 +1,21 @@
+# FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
diff --git a/UD_any/data/feature_models/b1/morpho_incremental.fm b/UD_any/data/feature_models/b1/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..79e26688d3fa04e3813779c94858b13d5bb1dc5a
--- /dev/null
+++ b/UD_any/data/feature_models/b1/morpho_incremental.fm
@@ -0,0 +1,45 @@
+# FORM
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
diff --git a/UD_any/data/feature_models/b1/parser_nofuture.fm b/UD_any/data/feature_models/b1/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..f8fc04f0b348b1b562773a4a947cf5b5ce0f7775
--- /dev/null
+++ b/UD_any/data/feature_models/b1/parser_nofuture.fm
@@ -0,0 +1,106 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-1#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b1/tagger_incremental.fm b/UD_any/data/feature_models/b1/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..a1be9e9512b141ce2c7a89c3aae54bfdc5383b48
--- /dev/null
+++ b/UD_any/data/feature_models/b1/tagger_incremental.fm
@@ -0,0 +1,43 @@
+# FORM
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
diff --git a/UD_any/data/feature_models/b1/tokenizer_incremental.fm b/UD_any/data/feature_models/b1/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..d94534daf40d0eadbc1fb0045faeba545eb16f87
--- /dev/null
+++ b/UD_any/data/feature_models/b1/tokenizer_incremental.fm
@@ -0,0 +1,51 @@
+# FORM
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
diff --git a/UD_any/data/feature_models/b2/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b2/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..ef29bb6cc0f940c00d07788962a220f63829a3fe
--- /dev/null
+++ b/UD_any/data/feature_models/b2/lemmatizer_rules_incremental.fm
@@ -0,0 +1,25 @@
+# FORM
+b.-2#FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
+b.-2#EOS
diff --git a/UD_any/data/feature_models/b2/morpho_incremental.fm b/UD_any/data/feature_models/b2/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..b9075f5f9874ee87353984d9ded2f82d57e13b18
--- /dev/null
+++ b/UD_any/data/feature_models/b2/morpho_incremental.fm
@@ -0,0 +1,49 @@
+# FORM
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
+b.-2#EOS
diff --git a/UD_any/data/feature_models/b2/parser_nofuture.fm b/UD_any/data/feature_models/b2/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..ad23ea95343cf40f034e0245b094b35b4dc1a7f7
--- /dev/null
+++ b/UD_any/data/feature_models/b2/parser_nofuture.fm
@@ -0,0 +1,111 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-2#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-2#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-1#EOS
+b.-2#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b2/tagger_incremental.fm b/UD_any/data/feature_models/b2/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..b8b748ff415d934c72e3e0c8c5a36cd61ea17cdf
--- /dev/null
+++ b/UD_any/data/feature_models/b2/tagger_incremental.fm
@@ -0,0 +1,47 @@
+# FORM
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-2#POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
diff --git a/UD_any/data/feature_models/b2/tokenizer_incremental.fm b/UD_any/data/feature_models/b2/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..06d3e51adf239a481cfa6ad4180d54912dbd9167
--- /dev/null
+++ b/UD_any/data/feature_models/b2/tokenizer_incremental.fm
@@ -0,0 +1,55 @@
+# FORM
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
diff --git a/UD_any/data/feature_models/b3/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b3/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..4ac2697eb1a7606649a2d0e15e5df0451742b6f9
--- /dev/null
+++ b/UD_any/data/feature_models/b3/lemmatizer_rules_incremental.fm
@@ -0,0 +1,29 @@
+# FORM
+b.-3#FORM
+b.-2#FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
diff --git a/UD_any/data/feature_models/b3/morpho_incremental.fm b/UD_any/data/feature_models/b3/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..025f20628eb2b6247e125471af0481dcb8432329
--- /dev/null
+++ b/UD_any/data/feature_models/b3/morpho_incremental.fm
@@ -0,0 +1,53 @@
+# FORM
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
diff --git a/UD_any/data/feature_models/b3/parser_nofuture.fm b/UD_any/data/feature_models/b3/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..a999d6110d997fefa1849407bbab6a3bea1d47f7
--- /dev/null
+++ b/UD_any/data/feature_models/b3/parser_nofuture.fm
@@ -0,0 +1,116 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-3#LEMMA.fasttext
+b.-2#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-3#LABEL
+b.-2#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-3#EOS
+b.-2#EOS
+b.-1#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b3/tagger_incremental.fm b/UD_any/data/feature_models/b3/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..a39eb9b16e6aec670804d79048b98410dccb297d
--- /dev/null
+++ b/UD_any/data/feature_models/b3/tagger_incremental.fm
@@ -0,0 +1,51 @@
+# FORM
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
diff --git a/UD_any/data/feature_models/b3/tokenizer_incremental.fm b/UD_any/data/feature_models/b3/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..b06646846105aa5061fff37ad10f333d103afc20
--- /dev/null
+++ b/UD_any/data/feature_models/b3/tokenizer_incremental.fm
@@ -0,0 +1,59 @@
+# FORM
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
diff --git a/UD_any/data/feature_models/b4/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b4/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..fd820ad5fc2654ae17745d35c465255c4996e590
--- /dev/null
+++ b/UD_any/data/feature_models/b4/lemmatizer_rules_incremental.fm
@@ -0,0 +1,30 @@
+# FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
diff --git a/UD_any/data/feature_models/b4/morpho_incremental.fm b/UD_any/data/feature_models/b4/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..951491cd1ecae4268ebaa48c04a92acb6e24a6e3
--- /dev/null
+++ b/UD_any/data/feature_models/b4/morpho_incremental.fm
@@ -0,0 +1,57 @@
+# FORM
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
diff --git a/UD_any/data/feature_models/b4/parser_nofuture.fm b/UD_any/data/feature_models/b4/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..7558417071877606240f3cb30a4f95aa595d8e2c
--- /dev/null
+++ b/UD_any/data/feature_models/b4/parser_nofuture.fm
@@ -0,0 +1,121 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-4#LEMMA.fasttext
+b.-3#LEMMA.fasttext
+b.-2#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-4#LABEL
+b.-3#LABEL
+b.-2#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-4#EOS
+b.-3#EOS
+b.-2#EOS
+b.-1#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b4/tagger_incremental.fm b/UD_any/data/feature_models/b4/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..f47593f064bfe975b0f71d6187d85b9d6c0352e0
--- /dev/null
+++ b/UD_any/data/feature_models/b4/tagger_incremental.fm
@@ -0,0 +1,55 @@
+# FORM
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
diff --git a/UD_any/data/feature_models/b4/tokenizer_incremental.fm b/UD_any/data/feature_models/b4/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..544af4f7a5124a40602dbf7dd4b22befe123eb86
--- /dev/null
+++ b/UD_any/data/feature_models/b4/tokenizer_incremental.fm
@@ -0,0 +1,63 @@
+# FORM
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
diff --git a/UD_any/data/feature_models/b5/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b5/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..0eabe0759a8e0a47177dc0852a01fb62114f8e5d
--- /dev/null
+++ b/UD_any/data/feature_models/b5/lemmatizer_rules_incremental.fm
@@ -0,0 +1,33 @@
+# FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
diff --git a/UD_any/data/feature_models/b5/morpho_incremental.fm b/UD_any/data/feature_models/b5/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..c0d9513f9ff76eacf2520a12d00e9e3866359379
--- /dev/null
+++ b/UD_any/data/feature_models/b5/morpho_incremental.fm
@@ -0,0 +1,61 @@
+# FORM
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
diff --git a/UD_any/data/feature_models/b5/parser_nofuture.fm b/UD_any/data/feature_models/b5/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..1b9ba09aa9fd1fb4c3dee4ecb882962806d7f3f9
--- /dev/null
+++ b/UD_any/data/feature_models/b5/parser_nofuture.fm
@@ -0,0 +1,126 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-5#LEMMA.fasttext
+b.-4#LEMMA.fasttext
+b.-3#LEMMA.fasttext
+b.-2#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-5#LABEL
+b.-4#LABEL
+b.-3#LABEL
+b.-2#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-5#EOS
+b.-4#EOS
+b.-3#EOS
+b.-2#EOS
+b.-1#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b5/tagger_incremental.fm b/UD_any/data/feature_models/b5/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..47c3983b1383b18f8e9ae8f2af99ba74de495340
--- /dev/null
+++ b/UD_any/data/feature_models/b5/tagger_incremental.fm
@@ -0,0 +1,59 @@
+# FORM
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
diff --git a/UD_any/data/feature_models/b5/tokenizer_incremental.fm b/UD_any/data/feature_models/b5/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..48e481691b73d4ddec44d7fa38a04bace5996760
--- /dev/null
+++ b/UD_any/data/feature_models/b5/tokenizer_incremental.fm
@@ -0,0 +1,67 @@
+# FORM
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
diff --git a/UD_any/data/feature_models/b6/lemmatizer_rules_incremental.fm b/UD_any/data/feature_models/b6/lemmatizer_rules_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..e13a591dca85ed3e5f0dd0cd5cd55f2efc3d18fa
--- /dev/null
+++ b/UD_any/data/feature_models/b6/lemmatizer_rules_incremental.fm
@@ -0,0 +1,36 @@
+# FORM
+b.-1#FORM
+b.0#FORM
+# POS
+b.-6#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-6#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# Suffixes 
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# Prefixes
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
+b.-6#EOS
diff --git a/UD_any/data/feature_models/b6/morpho_incremental.fm b/UD_any/data/feature_models/b6/morpho_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..89e491461f69cf2012aafa7dca0001a7a089b47e
--- /dev/null
+++ b/UD_any/data/feature_models/b6/morpho_incremental.fm
@@ -0,0 +1,65 @@
+# FORM
+b.-6#FORM.fasttext
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-6#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-6#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
+b.-6#EOS
diff --git a/UD_any/data/feature_models/b6/parser_nofuture.fm b/UD_any/data/feature_models/b6/parser_nofuture.fm
new file mode 100644
index 0000000000000000000000000000000000000000..8cab2b7e5a114342ab4d4bc7e9e41a0acb3e8d16
--- /dev/null
+++ b/UD_any/data/feature_models/b6/parser_nofuture.fm
@@ -0,0 +1,131 @@
+# LEMMA
+s.0#LEMMA.fasttext
+s.1#LEMMA.fasttext
+s.2#LEMMA.fasttext
+s.0.ldep#LEMMA.fasttext
+s.1.ldep#LEMMA.fasttext
+s.0.rdep#LEMMA.fasttext
+s.1.rdep#LEMMA.fasttext
+s.0.ldep.ldep#LEMMA.fasttext
+s.1.ldep.ldep#LEMMA.fasttext
+s.0.rdep.rdep#LEMMA.fasttext
+s.1.rdep.rdep#LEMMA.fasttext
+s.0.l2dep#LEMMA.fasttext
+s.1.l2dep#LEMMA.fasttext
+s.0.r2dep#LEMMA.fasttext
+s.1.r2dep#LEMMA.fasttext
+b.-6#LEMMA.fasttext
+b.-5#LEMMA.fasttext
+b.-4#LEMMA.fasttext
+b.-3#LEMMA.fasttext
+b.-2#LEMMA.fasttext
+b.-1#LEMMA.fasttext
+b.0#LEMMA.fasttext
+b.0.ldep#LEMMA.fasttext
+# POS
+s.0#POS
+s.1#POS
+s.2#POS
+s.0.ldep#POS
+s.1.ldep#POS
+s.0.rdep#POS
+s.1.rdep#POS
+s.0.ldep.ldep#POS
+s.1.ldep.ldep#POS
+s.0.rdep.rdep#POS
+s.1.rdep.rdep#POS
+s.0.l2dep#POS
+s.1.l2dep#POS
+s.0.r2dep#POS
+s.1.r2dep#POS
+b.-6#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+b.0.ldep#POS
+b.-1.gov#POS
+s.0.gov#POS
+s.1.gov#POS
+# MORPHO
+s.0#MORPHO
+s.1#MORPHO
+s.2#MORPHO
+s.0.ldep#MORPHO
+s.1.ldep#MORPHO
+s.0.rdep#MORPHO
+s.1.rdep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.1.ldep.ldep#MORPHO
+s.0.rdep.rdep#MORPHO
+s.1.rdep.rdep#MORPHO
+s.0.l2dep#MORPHO
+s.1.l2dep#MORPHO
+s.0.r2dep#MORPHO
+s.1.r2dep#MORPHO
+b.-6#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+b.0.ldep#MORPHO
+s.1.gov#MORPHO
+b.-1.gov#MORPHO
+s.0.gov#MORPHO
+# LABELS
+s.0.ldep#LABEL
+s.1.ldep#LABEL
+s.0.rdep#LABEL
+s.1.rdep#LABEL
+s.0.ldep.ldep#LABEL
+s.1.ldep.ldep#LABEL
+s.0.rdep.rdep#LABEL
+s.1.rdep.rdep#LABEL
+s.0.l2dep#LABEL
+s.1.l2dep#LABEL
+s.0.r2dep#LABEL
+s.1.r2dep#LABEL
+b.0.ldep#LABEL
+b.-6#LABEL
+b.-5#LABEL
+b.-4#LABEL
+b.-3#LABEL
+b.-2#LABEL
+b.-1#LABEL
+b.0#LABEL
+s.0#LABEL
+s.1#LABEL
+# DISTANCE
+s.0#DIST.s.1
+b.0#DIST.s.0
+# VALENCY
+s.0#nbr
+s.1#nbr
+s.0#nbl
+s.1#nbl
+# UPPERCASE
+b.0#FORM.U
+# EOS
+b.-6#EOS
+b.-5#EOS
+b.-4#EOS
+b.-3#EOS
+b.-2#EOS
+b.-1#EOS
+# HISTORY
+tc.0
+tc.1
+tc.2
+tc.3
+tc.4
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
diff --git a/UD_any/data/feature_models/b6/tagger_incremental.fm b/UD_any/data/feature_models/b6/tagger_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..43774cd1f3544a67bb166480ff4dba30375c2943
--- /dev/null
+++ b/UD_any/data/feature_models/b6/tagger_incremental.fm
@@ -0,0 +1,63 @@
+# FORM
+b.-6#FORM.fasttext
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# POS
+b.-6#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+# UPPERCASE
+b.0#FORM.U
+# LENGTH
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# MORPHO
+b.-6#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
+b.-6#EOS
diff --git a/UD_any/data/feature_models/b6/tokenizer_incremental.fm b/UD_any/data/feature_models/b6/tokenizer_incremental.fm
new file mode 100644
index 0000000000000000000000000000000000000000..960b867a16eb2308f33a74c758ee8d651c0d9d8d
--- /dev/null
+++ b/UD_any/data/feature_models/b6/tokenizer_incremental.fm
@@ -0,0 +1,71 @@
+# FORM
+b.-6#FORM.fasttext
+b.-5#FORM.fasttext
+b.-4#FORM.fasttext
+b.-3#FORM.fasttext
+b.-2#FORM.fasttext
+b.-1#FORM.fasttext
+b.0#FORM.fasttext
+# UPPERCASE
+b.-1#FORM.U
+# LENGTH
+b.-1#FORM.LEN
+b.0#FORM.LEN
+# SUFFIXES
+b.0#FORM.PART.-4.-4
+b.0#FORM.PART.-3.-3
+b.0#FORM.PART.-2.-2
+b.0#FORM.PART.-1.-1
+# PREFIXES
+b.0#FORM.PART.0.0
+b.0#FORM.PART.1.1
+b.0#FORM.PART.2.2
+b.0#FORM.PART.3.3
+# RAW INPUT
+raw.-5
+raw.-4
+raw.-3
+raw.-2
+raw.-1
+raw.0
+raw.2
+raw.3
+raw.4
+raw.5
+raw.6
+# Features methode incrementale
+s.0#FORM.fasttext
+s.0.ldep#FORM.fasttext
+s.0#POS
+s.0.ldep#POS
+s.0#MORPHO
+s.0.ldep#MORPHO
+s.0.ldep.ldep#MORPHO
+s.0.ldep#LABEL
+s.0#DIST.s.1
+s.0#nbl
+s.0#LABEL
+b.0#LABEL
+# POS
+b.-6#POS
+b.-5#POS
+b.-4#POS
+b.-3#POS
+b.-2#POS
+b.-1#POS
+b.0#POS
+# MORPHO
+b.-6#MORPHO
+b.-5#MORPHO
+b.-4#MORPHO
+b.-3#MORPHO
+b.-2#MORPHO
+b.-1#MORPHO
+b.0#MORPHO
+# EOS
+b.-1#EOS
+b.-2#EOS
+b.-3#EOS
+b.-4#EOS
+b.-5#EOS
+b.-6#EOS
diff --git a/UD_any/tokeparser_incremental_b0/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b0/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fc9f9f5478dac79bbe2f55f5cc8be1bb926180a8
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b0/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b0/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b0/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b0/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..411db9f254d087070af45445a50d09485ed1f481
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b0/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/machine.tm b/UD_any/tokeparser_incremental_b0/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b0/morpho.cla b/UD_any/tokeparser_incremental_b0/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..a0bbaf6090e0d6555a02fe498bffc90f283fa1b2
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b0/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/normal.tm b/UD_any/tokeparser_incremental_b0/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b0/parser.cla b/UD_any/tokeparser_incremental_b0/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..f8f6f803234c011d00ce8caa6cdb5190f3eda134
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b0/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/segmenter.cla b/UD_any/tokeparser_incremental_b0/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..e93321f9dce537508f8c297b6f7dc3c269d44637
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b0/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/strategy.cla b/UD_any/tokeparser_incremental_b0/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b0/tagger.cla b/UD_any/tokeparser_incremental_b0/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..2926406bcd6e8ec84609c62814db15af9520a641
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b0/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b0/test.bd b/UD_any/tokeparser_incremental_b0/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b0/tokenizer.cla b/UD_any/tokeparser_incremental_b0/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..a574ffa0fd8b59cf2ec66d5279ab9c19f3a8b56d
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b0/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b0/tokeparser.dicts b/UD_any/tokeparser_incremental_b0/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b0/train.bd b/UD_any/tokeparser_incremental_b0/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b0/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b1/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b1/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..c42ed4f49c27acd06e856b20c9c10deb6a8903f2
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b1/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b1/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b1/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b1/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..13dfa3acea912e9cd4ea9e80e9d3d76db867d5bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b1/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/machine.tm b/UD_any/tokeparser_incremental_b1/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b1/morpho.cla b/UD_any/tokeparser_incremental_b1/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..5703ac34baa2c62efc92a05990940fd1c612e66d
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b1/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/normal.tm b/UD_any/tokeparser_incremental_b1/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b1/parser.cla b/UD_any/tokeparser_incremental_b1/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..591d4962d33153f29f880b51f20df10a080c0e6e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b1/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/segmenter.cla b/UD_any/tokeparser_incremental_b1/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..963a0f05b88dc322b64038ee99a5d70bc742e563
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b1/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/strategy.cla b/UD_any/tokeparser_incremental_b1/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b1/tagger.cla b/UD_any/tokeparser_incremental_b1/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..519b9fd46353580924bb39213f7414226f13ecaa
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b1/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b1/test.bd b/UD_any/tokeparser_incremental_b1/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b1/tokenizer.cla b/UD_any/tokeparser_incremental_b1/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..65ba67dabc3a087047d06ea455582315fa63d4f2
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b1/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b1/tokeparser.dicts b/UD_any/tokeparser_incremental_b1/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b1/train.bd b/UD_any/tokeparser_incremental_b1/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b1/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b2/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b2/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..bb7f8f9a4a53c27d403d4ceaf60e80ce5c667433
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b2/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b2/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b2/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b2/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..5a953dab78a0af533de8cb0ff56e2e6500d7543c
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b2/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/machine.tm b/UD_any/tokeparser_incremental_b2/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b2/morpho.cla b/UD_any/tokeparser_incremental_b2/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..af62742f1c2b4bdfa0c7ce7af460b147110ad817
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b2/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/normal.tm b/UD_any/tokeparser_incremental_b2/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b2/parser.cla b/UD_any/tokeparser_incremental_b2/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..173e09a4626984f738df67508af54cdf31506a1e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b2/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/segmenter.cla b/UD_any/tokeparser_incremental_b2/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..a230c5e0d6bd13b51cacaebdaabe1b3eb30e52de
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b2/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/strategy.cla b/UD_any/tokeparser_incremental_b2/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b2/tagger.cla b/UD_any/tokeparser_incremental_b2/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..2d0fda8779e71a0e6b788838a53df7f7103c5728
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b2/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b2/test.bd b/UD_any/tokeparser_incremental_b2/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b2/tokenizer.cla b/UD_any/tokeparser_incremental_b2/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..a32aeaff6a907ebac7d08d4f3f0ce23a200f778b
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b2/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b2/tokeparser.dicts b/UD_any/tokeparser_incremental_b2/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b2/train.bd b/UD_any/tokeparser_incremental_b2/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b2/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b3/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b3/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..9a05392dcefcf35020a888716d7186593f8e5853
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b3/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b3/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b3/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b3/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..59297b06d5849e25221d937c341f10505710b574
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b3/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/machine.tm b/UD_any/tokeparser_incremental_b3/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b3/morpho.cla b/UD_any/tokeparser_incremental_b3/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..edd7e6dae63b98c3a1a631f549016f801cf8ae0d
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b3/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/normal.tm b/UD_any/tokeparser_incremental_b3/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b3/parser.cla b/UD_any/tokeparser_incremental_b3/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..ec3ee962036991487f62390dc59efc8cc2359a3f
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b3/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/segmenter.cla b/UD_any/tokeparser_incremental_b3/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..f4f3830497fcb8ef6f6fb50db2b4155170360c08
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b3/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/strategy.cla b/UD_any/tokeparser_incremental_b3/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b3/tagger.cla b/UD_any/tokeparser_incremental_b3/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..ab1740f4bb2e95a7c9d40800cb7dab49756547f6
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b3/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b3/test.bd b/UD_any/tokeparser_incremental_b3/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b3/tokenizer.cla b/UD_any/tokeparser_incremental_b3/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..0cbf9962f0653e1d90df473c8eb2f92c2fd391ae
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b3/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b3/tokeparser.dicts b/UD_any/tokeparser_incremental_b3/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b3/train.bd b/UD_any/tokeparser_incremental_b3/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b3/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b4/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b4/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..9e053b4f671e7adafd5d4771268858ba4e539528
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b4/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b4/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b4/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b4/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..74cc521645bbd4fe1459c6f40f614a9d9f920ae4
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b4/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/machine.tm b/UD_any/tokeparser_incremental_b4/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b4/morpho.cla b/UD_any/tokeparser_incremental_b4/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..1e7a2e80734c68cdbe243933d32cd1de86bdfaa1
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b4/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/normal.tm b/UD_any/tokeparser_incremental_b4/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b4/parser.cla b/UD_any/tokeparser_incremental_b4/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..3c88628c229e8b783cd89f64303787a744af65fb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b4/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/segmenter.cla b/UD_any/tokeparser_incremental_b4/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..f739a6e87135e3f45efef7937b2db83381a0eb8f
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b4/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/strategy.cla b/UD_any/tokeparser_incremental_b4/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b4/tagger.cla b/UD_any/tokeparser_incremental_b4/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..15da3fc548c922e11734e6da8ae9e1cd4dddb64d
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b4/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b4/test.bd b/UD_any/tokeparser_incremental_b4/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b4/tokenizer.cla b/UD_any/tokeparser_incremental_b4/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..83165a3ca81b50e740a1de539afe8fd95e20c927
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b4/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b4/tokeparser.dicts b/UD_any/tokeparser_incremental_b4/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b4/train.bd b/UD_any/tokeparser_incremental_b4/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b4/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b5/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b5/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..2514b8368de6d09dc58dac804aed8a509e5f0d97
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b5/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b5/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b5/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b5/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..cb1a731e2a97198c1e95c17769947644bcccb7b7
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b5/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/machine.tm b/UD_any/tokeparser_incremental_b5/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b5/morpho.cla b/UD_any/tokeparser_incremental_b5/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..0a3b89539e5f9785674dba20d823ceb06628b537
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b5/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/normal.tm b/UD_any/tokeparser_incremental_b5/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b5/parser.cla b/UD_any/tokeparser_incremental_b5/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..7031c27ac6c86252834ab927267afef17dfda9c2
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b5/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/segmenter.cla b/UD_any/tokeparser_incremental_b5/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..d31db82bcb083bce28705f16f0d7b891ddef2ad3
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b5/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/strategy.cla b/UD_any/tokeparser_incremental_b5/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b5/tagger.cla b/UD_any/tokeparser_incremental_b5/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..f14190dd92913605244854fc73eaef1884e1570b
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b5/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b5/test.bd b/UD_any/tokeparser_incremental_b5/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b5/tokenizer.cla b/UD_any/tokeparser_incremental_b5/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..535bb4e732c2593805bf09ec38b2c40fd319d8e9
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b5/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b5/tokeparser.dicts b/UD_any/tokeparser_incremental_b5/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b5/train.bd b/UD_any/tokeparser_incremental_b5/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b5/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tokeparser_incremental_b6/lemmatizer_case.cla b/UD_any/tokeparser_incremental_b6/lemmatizer_case.cla
new file mode 100644
index 0000000000000000000000000000000000000000..69d719e47c536146dcc3b1013593cf7e2b577a28
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/lemmatizer_case.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Case
+Type : Prediction
+Oracle : lemma_case
+Feature Model : data/feature_models/b6/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_case.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/lemmatizer_lookup.cla b/UD_any/tokeparser_incremental_b6/lemmatizer_lookup.cla
new file mode 100644
index 0000000000000000000000000000000000000000..41f63b2bdd7c6f77b01de9b737396b6302adf0cb
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/lemmatizer_lookup.cla
@@ -0,0 +1,4 @@
+Name : Lemmatizer_Lookup
+Type : Information
+Oracle : lemma_lookup
+Oracle Filename : data/maca_trans_lemmatizer_exceptions.fplm
diff --git a/UD_any/tokeparser_incremental_b6/lemmatizer_rules.cla b/UD_any/tokeparser_incremental_b6/lemmatizer_rules.cla
new file mode 100644
index 0000000000000000000000000000000000000000..b7c10e33d75020999e181cb4b0b6ffe2dbbde1ca
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/lemmatizer_rules.cla
@@ -0,0 +1,7 @@
+Name : Lemmatizer_Rules
+Type : Prediction
+Oracle : lemma_rules
+Feature Model : data/feature_models/b6/lemmatizer_rules_incremental.fm
+Action Set : data/lemmatizer_rules.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/machine.tm b/UD_any/tokeparser_incremental_b6/machine.tm
new file mode 100644
index 0000000000000000000000000000000000000000..f591178c203e6b19d86ed8fc136b8ec7c74a505e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/machine.tm
@@ -0,0 +1,39 @@
+Name : Tokenizer, Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tokeparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tokenizer tokenizer.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+segmenter segmenter.cla
+%STATES
+strategy strategy
+tokenizer tokenizer
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+segmenter segmenter
+%TRANSITIONS
+strategy tokenizer MOVE tokenizer
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+strategy segmenter MOVE segmenter
+tokenizer strategy *
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
+segmenter strategy *
diff --git a/UD_any/tokeparser_incremental_b6/morpho.cla b/UD_any/tokeparser_incremental_b6/morpho.cla
new file mode 100644
index 0000000000000000000000000000000000000000..ed5b4eacc13794123abe7e230f6a92a17b9aa92c
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/morpho.cla
@@ -0,0 +1,7 @@
+Name : Morpho
+Type : Prediction
+Oracle : morpho
+Feature Model : data/feature_models/b6/morpho_incremental.fm
+Action Set : data/morpho_parts.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/normal.tm b/UD_any/tokeparser_incremental_b6/normal.tm
new file mode 100644
index 0000000000000000000000000000000000000000..77ebff3a44bbe8eab9cff6ccad1442f5be33ad7e
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/normal.tm
@@ -0,0 +1,31 @@
+Name : Tagger, Morpho, Lemmatizer and Parser Machine
+Dicts : tagparser.dicts
+%CLASSIFIERS
+strategy strategy.cla
+tagger tagger.cla
+morpho morpho.cla
+lemmatizer_lookup lemmatizer_lookup.cla
+lemmatizer_rules lemmatizer_rules.cla
+lemmatizer_case lemmatizer_case.cla
+parser parser.cla
+%STATES
+strategy strategy
+tagger tagger
+morpho morpho
+lemmatizer_lookup lemmatizer_lookup
+lemmatizer_rules lemmatizer_rules
+lemmatizer_case lemmatizer_case
+parser parser
+%TRANSITIONS
+strategy tagger MOVE tagger
+strategy morpho MOVE morpho
+strategy lemmatizer_lookup MOVE lemmatizer_lookup
+strategy lemmatizer_rules MOVE lemmatizer_rules
+strategy lemmatizer_case MOVE lemmatizer_case
+strategy parser MOVE parser
+tagger strategy *
+morpho strategy *
+lemmatizer_lookup strategy *
+lemmatizer_case strategy *
+lemmatizer_rules strategy *
+parser strategy *
diff --git a/UD_any/tokeparser_incremental_b6/parser.cla b/UD_any/tokeparser_incremental_b6/parser.cla
new file mode 100644
index 0000000000000000000000000000000000000000..cad4cb12f073f90c0e34e0037a6d4af73c533d56
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/parser.cla
@@ -0,0 +1,7 @@
+Name : Parser
+Type : Prediction
+Oracle : parser
+Feature Model : data/feature_models/b6/parser_nofuture.fm
+Action Set : data/parser.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/segmenter.cla b/UD_any/tokeparser_incremental_b6/segmenter.cla
new file mode 100644
index 0000000000000000000000000000000000000000..00b8eea6c9c01f3e1f281b5b71cc383489ce7b67
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/segmenter.cla
@@ -0,0 +1,7 @@
+Name : Segmenter
+Type : Prediction
+Oracle : segmenter
+Feature Model : data/feature_models/b6/parser_nofuture.fm
+Action Set : data/segmenter.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/strategy.cla b/UD_any/tokeparser_incremental_b6/strategy.cla
new file mode 100644
index 0000000000000000000000000000000000000000..fcf66b5327394529227bad9f0bad3829ec50e052
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/strategy.cla
@@ -0,0 +1,4 @@
+Name : Strategy
+Type : Information
+Oracle : strategy_tokenizer,tagger,morpho,lemmatizer,parser
+Oracle Filename : none
diff --git a/UD_any/tokeparser_incremental_b6/tagger.cla b/UD_any/tokeparser_incremental_b6/tagger.cla
new file mode 100644
index 0000000000000000000000000000000000000000..78d2ee230e32d0e53b6dd7720898919af3a375e7
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/tagger.cla
@@ -0,0 +1,7 @@
+Name : Tagger
+Type : Prediction
+Oracle : tagger
+Feature Model : data/feature_models/b6/tagger_incremental.fm
+Action Set : data/tagger.as
+Topology : (800,RELU,0.3)
+Dynamic : yes
diff --git a/UD_any/tokeparser_incremental_b6/test.bd b/UD_any/tokeparser_incremental_b6/test.bd
new file mode 100644
index 0000000000000000000000000000000000000000..b2ef99610702da83ccf3870556882c973892fc30
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/test.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    Final    1
+1      FORM   hyp     form    Final    1
+3      POS    hyp     pos     Final    1
+4      XPOS   hyp     pos     Final    1
+5      MORPHO hyp     morpho  Final    1
+2      LEMMA  hyp     form    Final    1
+6      GOV    hyp     int     Final    1
+7      LABEL  hyp     labels  Final    1
+0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tokeparser_incremental_b6/tokenizer.cla b/UD_any/tokeparser_incremental_b6/tokenizer.cla
new file mode 100644
index 0000000000000000000000000000000000000000..6cdfb92b050bec95ac54da50907be78f0a1f80a6
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/tokenizer.cla
@@ -0,0 +1,7 @@
+Name : Tokenizer
+Type : Prediction
+Oracle : tokenizer
+Feature Model : data/feature_models/b6/tokenizer_incremental.fm
+Action Set : data/tokenizer.as
+Topology : (800,RELU,0.3)
+Dynamic : no
diff --git a/UD_any/tokeparser_incremental_b6/tokeparser.dicts b/UD_any/tokeparser_incremental_b6/tokeparser.dicts
new file mode 100644
index 0000000000000000000000000000000000000000..7378953c2c6765752cb56f0393aba9cc09602b15
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/tokeparser.dicts
@@ -0,0 +1,93 @@
+#Name   Dimension Mode     #
+############################
+# TOKENIZER
+Tokenizer_actions 18        Embeddings _ 200
+Tokenizer_bool    16        Embeddings _ 20
+Tokenizer_int     16        Embeddings _ 2000
+Tokenizer_eos     16        Embeddings _ 20
+Tokenizer_gov     16        Embeddings _ 100
+Tokenizer_pos     18        Embeddings _ 30
+Tokenizer_form    80        Embeddings _ 20
+Tokenizer_form.f  80        Embeddings _ 200000
+Tokenizer_lemma   80        Embeddings _ 20
+Tokenizer_letters 80        Embeddings _ 5000
+Tokenizer_labels  18        Embeddings _ 200
+Tokenizer_morpho  22        Embeddings _ 8000
+# TAGGER
+Tagger_actions 18        Embeddings _ 200
+Tagger_bool    16        Embeddings _ 20
+Tagger_int     16        Embeddings _ 2000
+Tagger_eos     16        Embeddings _ 20
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 30
+Tagger_form    80        Embeddings _ 20
+Tagger_form.f  80        Embeddings _ 200000
+Tagger_lemma   80        Embeddings _ 20
+Tagger_letters 80        Embeddings _ 5000
+Tagger_labels  18        Embeddings _ 200
+Tagger_morpho  22        Embeddings _ 8000
+# MORPHO
+Morpho_actions 18        Embeddings _ 200
+Morpho_bool    16        Embeddings _ 20
+Morpho_int     16        Embeddings _ 2000
+Morpho_eos     16        Embeddings _ 20
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 30
+Morpho_form    80        Embeddings _ 20
+Morpho_form.f  80        Embeddings _ 200000
+Morpho_lemma   80        Embeddings _ 20
+Morpho_letters 80        Embeddings _ 5000
+Morpho_labels  18        Embeddings _ 200
+Morpho_morpho  22        Embeddings _ 80000
+# LEMMATIZER_RULE
+Lemmatizer_Rules_actions 18        Embeddings _ 2000
+Lemmatizer_Rules_bool    16        Embeddings _ 20
+Lemmatizer_Rules_int     16        Embeddings _ 2000
+Lemmatizer_Rules_eos     16        Embeddings _ 20
+Lemmatizer_Rules_gov     16        Embeddings _ 20
+Lemmatizer_Rules_pos     18        Embeddings _ 30
+Lemmatizer_Rules_form    80        Embeddings _ 300000
+Lemmatizer_Rules_form.f  80        Embeddings _ 20
+Lemmatizer_Rules_lemma   80        Embeddings _ 20
+Lemmatizer_Rules_letters 80        Embeddings _ 5000
+Lemmatizer_Rules_labels  18        Embeddings _ 20
+Lemmatizer_Rules_morpho  22        Embeddings _ 8000
+# LEMMATIZER_CASE
+Lemmatizer_Case_actions 18        Embeddings _ 2000
+Lemmatizer_Case_bool    16        Embeddings _ 20
+Lemmatizer_Case_int     16        Embeddings _ 2000
+Lemmatizer_Case_eos     16        Embeddings _ 20
+Lemmatizer_Case_gov     16        Embeddings _ 20
+Lemmatizer_Case_pos     18        Embeddings _ 30
+Lemmatizer_Case_form    80        Embeddings _ 300000
+Lemmatizer_Case_form.f  80        Embeddings _ 20
+Lemmatizer_Case_lemma   80        Embeddings _ 20
+Lemmatizer_Case_letters 80        Embeddings _ 5000
+Lemmatizer_Case_labels  18        Embeddings _ 20
+Lemmatizer_Case_morpho  22        Embeddings _ 8000
+# PARSER
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 20
+Parser_int     16        Embeddings _ 2000
+Parser_eos     16        Embeddings _ 20
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 30
+Parser_form    80        Embeddings _ 20
+Parser_form.f  80        Embeddings _ 200000
+Parser_lemma   80        Embeddings _ 20
+Parser_letters 80        Embeddings _ 5000
+Parser_labels  18        Embeddings _ 200
+Parser_morpho  22        Embeddings _ 8000
+# SEGMENTER
+Segmenter_actions 18        Embeddings _ 200
+Segmenter_bool    16        Embeddings _ 20
+Segmenter_int     16        Embeddings _ 2000
+Segmenter_eos     16        Embeddings _ 20
+Segmenter_gov     16        Embeddings _ 100
+Segmenter_pos     18        Embeddings _ 30
+Segmenter_form    80        Embeddings _ 20
+Segmenter_form.f  80        Embeddings _ 200000
+Segmenter_lemma   80        Embeddings _ 20
+Segmenter_letters 80        Embeddings _ 5000
+Segmenter_labels  18        Embeddings _ 200
+Segmenter_morpho  22        Embeddings _ 8000
diff --git a/UD_any/tokeparser_incremental_b6/train.bd b/UD_any/tokeparser_incremental_b6/train.bd
new file mode 100644
index 0000000000000000000000000000000000000000..963c311cf239f7a4dfc4e5649efd3a79648a14bc
--- /dev/null
+++ b/UD_any/tokeparser_incremental_b6/train.bd
@@ -0,0 +1,11 @@
+#Index Name   ref/hyp dict    Policy   Must print?#
+###################################################
+0      ID     hyp     none    FromZero 1
+1      FORM   hyp     form    FromZero 1
+3      POS    hyp     pos     FromZero 1
+4      XPOS   hyp     pos     FromZero 1
+5      MORPHO hyp     morpho  FromZero 1
+2      LEMMA  hyp     form    FromZero 1
+6      GOV    hyp     int     FromZero 1
+7      LABEL  hyp     labels  FromZero 1
+0      EOS    hyp     eos     FromZero 0