diff --git a/UD_any/lemmatizer/lemmatizer.dicts b/UD_any/lemmatizer/lemmatizer.dicts
index 9275bd1c016e97bba546654a5dad2469c2aad861..1bafa4ca0b1787a06eed0a0c3b8e632414bc6045 100644
--- a/UD_any/lemmatizer/lemmatizer.dicts
+++ b/UD_any/lemmatizer/lemmatizer.dicts
@@ -1,11 +1,11 @@
 #Name                    Dimension Mode     #
 #############################################
-Lemmatizer_Rules_form    30        Embeddings
-Lemmatizer_Rules_letters 10        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 25
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 #############################################
-Lemmatizer_Case_form     30        Embeddings
-Lemmatizer_Case_letters  10        Embeddings
-Lemmatizer_Case_pos      30        Embeddings
-Lemmatizer_Case_morpho   30        Embeddings
+Lemmatizer_Case_form     30        Embeddings _ 50000
+Lemmatizer_Case_letters  10        Embeddings _ 20000
+Lemmatizer_Case_pos      30        Embeddings _ 25
+Lemmatizer_Case_morpho   30        Embeddings _ 50000
diff --git a/UD_any/morpho_parts/morpho.dicts b/UD_any/morpho_parts/morpho.dicts
index db352f3de955ee20afcd2e3959bc77e1a78b898e..71ebeba855cdc62e11cb0bfa6286d374473ecfac 100644
--- a/UD_any/morpho_parts/morpho.dicts
+++ b/UD_any/morpho_parts/morpho.dicts
@@ -1,13 +1,13 @@
 #Name          Dimension Mode     #
 ###################################
-Morpho_bool    10        Embeddings
-Morpho_int     10        Embeddings
-Morpho_letters 30        Embeddings
-Morpho_pos     30        Embeddings
-Morpho_form    100       Embeddings
-Morpho_form.f  100       Embeddings
-Morpho_morpho  30        Embeddings
-Morpho_actions 30        Embeddings
+Morpho_bool    10        Embeddings _ 5
+Morpho_int     10        Embeddings _ 200
+Morpho_letters 30        Embeddings _ 200000
+Morpho_pos     30        Embeddings _ 25
+Morpho_form    100       Embeddings _ 50000
+Morpho_form.f  100       Embeddings _ 200000
+Morpho_morpho  30        Embeddings _ 50000
+Morpho_actions 30        Embeddings _ 50
 # ERROR_MORPHO
 Error_Morpho_actions 18        Embeddings _
 Error_Morpho_bool    16        Embeddings _
diff --git a/UD_any/morpho_whole/morpho.dicts b/UD_any/morpho_whole/morpho.dicts
index db352f3de955ee20afcd2e3959bc77e1a78b898e..512162c7b668546cbab613b3339e7441e1eed358 100644
--- a/UD_any/morpho_whole/morpho.dicts
+++ b/UD_any/morpho_whole/morpho.dicts
@@ -1,13 +1,13 @@
 #Name          Dimension Mode     #
 ###################################
-Morpho_bool    10        Embeddings
-Morpho_int     10        Embeddings
-Morpho_letters 30        Embeddings
-Morpho_pos     30        Embeddings
-Morpho_form    100       Embeddings
-Morpho_form.f  100       Embeddings
-Morpho_morpho  30        Embeddings
-Morpho_actions 30        Embeddings
+Morpho_bool    10        Embeddings _ 5
+Morpho_int     10        Embeddings _ 200
+Morpho_letters 30        Embeddings _ 200000
+Morpho_pos     30        Embeddings _ 25
+Morpho_form    100       Embeddings _ 50000
+Morpho_form.f  100       Embeddings _ 200000
+Morpho_morpho  30        Embeddings _ 50000
+Morpho_actions 30        Embeddings _ 50000
 # ERROR_MORPHO
 Error_Morpho_actions 18        Embeddings _
 Error_Morpho_bool    16        Embeddings _
diff --git a/UD_any/parser/parser.dicts b/UD_any/parser/parser.dicts
index ed7300047e77f3e1b5d849606246c9e082b24d0f..1c5346f92d4057237b89cef3d337b667526ff540 100644
--- a/UD_any/parser/parser.dicts
+++ b/UD_any/parser/parser.dicts
@@ -1,17 +1,16 @@
 #Name          Dimension Mode       PretrainedFilename #
 ########################################################
-Parser_actions 18        Embeddings _
-Parser_bool    16        Embeddings _
-Parser_int     16        Embeddings _
-Parser_eos     16        Embeddings _
-Parser_pos     18        Embeddings _
-Parser_form    30        Embeddings _
-Parser_form.f  30        Embeddings _
-Parser_lemma   30        Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  18        Embeddings _
-Parser_morpho  22        Embeddings _
-Parser_sgn     20        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_pos     18        Embeddings _ 25
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 200000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 200000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
 ########################################################
 Error_Parser_actions 18        Embeddings _
 Error_Parser_bool    16        Embeddings _
@@ -23,4 +22,3 @@ Error_Parser_lemma   30        Embeddings _
 Error_Parser_letters 30        Embeddings _
 Error_Parser_labels  18        Embeddings _
 Error_Parser_morpho  22        Embeddings _
-Error_Parser_sgn     20        Embeddings _
diff --git a/UD_any/tagger/tagger.dicts b/UD_any/tagger/tagger.dicts
index 74b2522768329004111100d7190ee736201be3aa..161ec3d0ef598a0c87318fe1601cbf674939211f 100644
--- a/UD_any/tagger/tagger.dicts
+++ b/UD_any/tagger/tagger.dicts
@@ -7,16 +7,14 @@
 #Tagger_form    30        Embeddings ../../../data/ftb/Tagger_form.dict
 #Tagger_sgn     10        Embeddings ../../../data/ftb/Tagger_sgn.dict
 #Tagger_actions 05        Embeddings ../../../data/ftb/Tagger_actions.dict
-#Tagger_entropy 05        Embeddings ../../../data/ftb/Tagger_entropy.dict
 #########################################################################
-Tagger_bool    02        Embeddings
-Tagger_int     05        Embeddings
-Tagger_letters 30        Embeddings
-Tagger_pos     15        Embeddings
-Tagger_form    30        Embeddings
-Tagger_form.f  30        Embeddings
-Tagger_actions 05        Embeddings
-Tagger_entropy 05        Embeddings
+Tagger_bool    02        Embeddings _ 5
+Tagger_int     05        Embeddings _ 200
+Tagger_letters 30        Embeddings _ 200000
+Tagger_pos     15        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_actions 05        Embeddings _ 21
 #########################################################################
 Error_Tagger_bool    02        Embeddings
 Error_Tagger_int     05        Embeddings
@@ -25,4 +23,3 @@ Error_Tagger_pos     15        Embeddings
 Error_Tagger_form    30        Embeddings
 Error_Tagger_sgn     10        Embeddings
 Error_Tagger_actions 05        Embeddings
-Error_Tagger_entropy 05        Embeddings
diff --git a/UD_any/tagparser/tagparser.dicts b/UD_any/tagparser/tagparser.dicts
index 18a0ab620d32c64bf6600516e44d6260b2ce3a36..c328e311736e2046fa2c847b03c0e107c88d96fe 100644
--- a/UD_any/tagparser/tagparser.dicts
+++ b/UD_any/tagparser/tagparser.dicts
@@ -1,54 +1,54 @@
 #Name   Dimension Mode     #
 ############################
 # TAGGER
-Tagger_actions 18        Embeddings _
-Tagger_bool    16        Embeddings _
-Tagger_int     16        Embeddings _
-Tagger_eos     16        Embeddings _
-Tagger_gov     16        Embeddings _
-Tagger_pos     18        Embeddings _
-Tagger_form    30        Embeddings _
-Tagger_form.f  30        Embeddings _
-Tagger_lemma   30        Embeddings _
-Tagger_letters 30        Embeddings _
-Tagger_labels  18        Embeddings _
-Tagger_morpho  22        Embeddings _
+Tagger_actions 18        Embeddings _ 20
+Tagger_bool    16        Embeddings _ 5
+Tagger_int     16        Embeddings _ 200
+Tagger_eos     16        Embeddings _ 5
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_lemma   30        Embeddings _ 50000
+Tagger_letters 30        Embeddings _ 200000
+Tagger_labels  18        Embeddings _ 50
+Tagger_morpho  22        Embeddings _ 50000
 # MORPHO
-Morpho_actions 18        Embeddings _
-Morpho_bool    16        Embeddings _
-Morpho_int     16        Embeddings _
-Morpho_eos     16        Embeddings _
-Morpho_gov     16        Embeddings _
-Morpho_pos     18        Embeddings _
-Morpho_form    30        Embeddings _
-Morpho_form.f  30        Embeddings _
-Morpho_lemma   30        Embeddings _
-Morpho_letters 30        Embeddings _
-Morpho_labels  18        Embeddings _
-Morpho_morpho  22        Embeddings _
+Morpho_actions 18        Embeddings _ 1000
+Morpho_bool    16        Embeddings _ 5
+Morpho_int     16        Embeddings _ 200
+Morpho_eos     16        Embeddings _ 5
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 21
+Morpho_form    30        Embeddings _ 50000
+Morpho_form.f  30        Embeddings _ 20000
+Morpho_lemma   30        Embeddings _ 50000
+Morpho_letters 30        Embeddings _ 20000
+Morpho_labels  18        Embeddings _ 50
+Morpho_morpho  22        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Rules_form    30        Embeddings
-Lemmatizer_Rules_letters 10        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 21
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Case_form    30        Embeddings
-Lemmatizer_Case_letters 10        Embeddings
-Lemmatizer_Case_pos     30        Embeddings
-Lemmatizer_Case_morpho  30        Embeddings
+Lemmatizer_Case_form    30        Embeddings _ 50000
+Lemmatizer_Case_letters 10        Embeddings _ 200000
+Lemmatizer_Case_pos     30        Embeddings _ 21
+Lemmatizer_Case_morpho  30        Embeddings _ 50000
 # PARSER
-Parser_actions 18        Embeddings _
-Parser_bool    16        Embeddings _
-Parser_int     16        Embeddings _
-Parser_eos     16        Embeddings _
-Parser_gov     16        Embeddings _
-Parser_pos     18        Embeddings _
-Parser_form    30        Embeddings _
-Parser_form.f  30        Embeddings _
-Parser_lemma   30        Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  18        Embeddings _
-Parser_morpho  22        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 21
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 20000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 20000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
 # ERROR_TAGGER
 Error_Tagger_actions 18        Embeddings _
 Error_Tagger_bool    16        Embeddings _
diff --git a/UD_any/tagparser/test.bd b/UD_any/tagparser/test.bd
index f840332126dcc0452d7860e00688bccdde7b99f0..ae0bfa67224df2e2496ac77f1ff593b0095e7a50 100644
--- a/UD_any/tagparser/test.bd
+++ b/UD_any/tagparser/test.bd
@@ -6,6 +6,6 @@
 4      XPOS   hyp     pos     Final    1
 5      MORPHO hyp     morpho  Final    1
 2      LEMMA  hyp     form    Final    1
-6      GOV    hyp     int     Final    1
+6      GOV    hyp     gov     Final    1
 7      LABEL  hyp     labels  Final    1
 0      EOS    hyp     eos     Final    0
diff --git a/UD_any/tagparser/train.bd b/UD_any/tagparser/train.bd
index b4073cc23be3d21a9c62446f17a1ca5dc8bc72fa..0d725f677db1f86de4d7e8fd329b109ebc816c87 100644
--- a/UD_any/tagparser/train.bd
+++ b/UD_any/tagparser/train.bd
@@ -6,6 +6,6 @@
 4      XPOS   hyp     pos     FromZero 1
 5      MORPHO hyp     morpho  FromZero 1
 2      LEMMA  hyp     form    FromZero 1
-6      GOV    hyp     int     FromZero 1
+6      GOV    hyp     gov     FromZero 1
 7      LABEL  hyp     labels  FromZero 1
 0      EOS    hyp     eos     FromZero 0
diff --git a/UD_any/tagparser_sequential/tagparser.dicts b/UD_any/tagparser_sequential/tagparser.dicts
index 18a0ab620d32c64bf6600516e44d6260b2ce3a36..c328e311736e2046fa2c847b03c0e107c88d96fe 100644
--- a/UD_any/tagparser_sequential/tagparser.dicts
+++ b/UD_any/tagparser_sequential/tagparser.dicts
@@ -1,54 +1,54 @@
 #Name   Dimension Mode     #
 ############################
 # TAGGER
-Tagger_actions 18        Embeddings _
-Tagger_bool    16        Embeddings _
-Tagger_int     16        Embeddings _
-Tagger_eos     16        Embeddings _
-Tagger_gov     16        Embeddings _
-Tagger_pos     18        Embeddings _
-Tagger_form    30        Embeddings _
-Tagger_form.f  30        Embeddings _
-Tagger_lemma   30        Embeddings _
-Tagger_letters 30        Embeddings _
-Tagger_labels  18        Embeddings _
-Tagger_morpho  22        Embeddings _
+Tagger_actions 18        Embeddings _ 20
+Tagger_bool    16        Embeddings _ 5
+Tagger_int     16        Embeddings _ 200
+Tagger_eos     16        Embeddings _ 5
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_lemma   30        Embeddings _ 50000
+Tagger_letters 30        Embeddings _ 200000
+Tagger_labels  18        Embeddings _ 50
+Tagger_morpho  22        Embeddings _ 50000
 # MORPHO
-Morpho_actions 18        Embeddings _
-Morpho_bool    16        Embeddings _
-Morpho_int     16        Embeddings _
-Morpho_eos     16        Embeddings _
-Morpho_gov     16        Embeddings _
-Morpho_pos     18        Embeddings _
-Morpho_form    30        Embeddings _
-Morpho_form.f  30        Embeddings _
-Morpho_lemma   30        Embeddings _
-Morpho_letters 30        Embeddings _
-Morpho_labels  18        Embeddings _
-Morpho_morpho  22        Embeddings _
+Morpho_actions 18        Embeddings _ 1000
+Morpho_bool    16        Embeddings _ 5
+Morpho_int     16        Embeddings _ 200
+Morpho_eos     16        Embeddings _ 5
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 21
+Morpho_form    30        Embeddings _ 50000
+Morpho_form.f  30        Embeddings _ 20000
+Morpho_lemma   30        Embeddings _ 50000
+Morpho_letters 30        Embeddings _ 20000
+Morpho_labels  18        Embeddings _ 50
+Morpho_morpho  22        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Rules_form    30        Embeddings
-Lemmatizer_Rules_letters 10        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 21
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Case_form    30        Embeddings
-Lemmatizer_Case_letters 10        Embeddings
-Lemmatizer_Case_pos     30        Embeddings
-Lemmatizer_Case_morpho  30        Embeddings
+Lemmatizer_Case_form    30        Embeddings _ 50000
+Lemmatizer_Case_letters 10        Embeddings _ 200000
+Lemmatizer_Case_pos     30        Embeddings _ 21
+Lemmatizer_Case_morpho  30        Embeddings _ 50000
 # PARSER
-Parser_actions 18        Embeddings _
-Parser_bool    16        Embeddings _
-Parser_int     16        Embeddings _
-Parser_eos     16        Embeddings _
-Parser_gov     16        Embeddings _
-Parser_pos     18        Embeddings _
-Parser_form    30        Embeddings _
-Parser_form.f  30        Embeddings _
-Parser_lemma   30        Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  18        Embeddings _
-Parser_morpho  22        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 21
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 20000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 20000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
 # ERROR_TAGGER
 Error_Tagger_actions 18        Embeddings _
 Error_Tagger_bool    16        Embeddings _
diff --git a/UD_any/tagparser_sequential_strong/tagparser.dicts b/UD_any/tagparser_sequential_strong/tagparser.dicts
index 06343655036e31210ba605ca7a2abdd486529b08..c328e311736e2046fa2c847b03c0e107c88d96fe 100644
--- a/UD_any/tagparser_sequential_strong/tagparser.dicts
+++ b/UD_any/tagparser_sequential_strong/tagparser.dicts
@@ -1,54 +1,54 @@
 #Name   Dimension Mode     #
 ############################
 # TAGGER
-Tagger_actions 30        Embeddings _
-Tagger_bool    30        Embeddings _
-Tagger_int     30        Embeddings _
-Tagger_eos     30        Embeddings _
-Tagger_gov     30        Embeddings _
-Tagger_pos     30        Embeddings _
-Tagger_form    100       Embeddings _
-Tagger_form.f  100       Embeddings _
-Tagger_lemma   30        Embeddings _
-Tagger_letters 30        Embeddings _
-Tagger_labels  30        Embeddings _
-Tagger_morpho  30        Embeddings _
+Tagger_actions 18        Embeddings _ 20
+Tagger_bool    16        Embeddings _ 5
+Tagger_int     16        Embeddings _ 200
+Tagger_eos     16        Embeddings _ 5
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_lemma   30        Embeddings _ 50000
+Tagger_letters 30        Embeddings _ 200000
+Tagger_labels  18        Embeddings _ 50
+Tagger_morpho  22        Embeddings _ 50000
 # MORPHO
-Morpho_actions 30        Embeddings _
-Morpho_bool    30        Embeddings _
-Morpho_int     30        Embeddings _
-Morpho_eos     30        Embeddings _
-Morpho_gov     30        Embeddings _
-Morpho_pos     30        Embeddings _
-Morpho_form    30        Embeddings _
-Morpho_form.f  100       Embeddings _
-Morpho_lemma   30        Embeddings _
-Morpho_letters 30        Embeddings _
-Morpho_labels  30        Embeddings _
-Morpho_morpho  30        Embeddings _
+Morpho_actions 18        Embeddings _ 1000
+Morpho_bool    16        Embeddings _ 5
+Morpho_int     16        Embeddings _ 200
+Morpho_eos     16        Embeddings _ 5
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 21
+Morpho_form    30        Embeddings _ 50000
+Morpho_form.f  30        Embeddings _ 20000
+Morpho_lemma   30        Embeddings _ 50000
+Morpho_letters 30        Embeddings _ 20000
+Morpho_labels  18        Embeddings _ 50
+Morpho_morpho  22        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Rules_form    100       Embeddings
-Lemmatizer_Rules_letters 30        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 21
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Case_form    100       Embeddings
-Lemmatizer_Case_letters 30        Embeddings
-Lemmatizer_Case_pos     30        Embeddings
-Lemmatizer_Case_morpho  30        Embeddings
+Lemmatizer_Case_form    30        Embeddings _ 50000
+Lemmatizer_Case_letters 10        Embeddings _ 200000
+Lemmatizer_Case_pos     30        Embeddings _ 21
+Lemmatizer_Case_morpho  30        Embeddings _ 50000
 # PARSER
-Parser_actions 30        Embeddings _
-Parser_bool    30        Embeddings _
-Parser_int     30        Embeddings _
-Parser_eos     30        Embeddings _
-Parser_gov     30        Embeddings _
-Parser_pos     30        Embeddings _
-Parser_form    100       Embeddings _
-Parser_form.f  100       Embeddings _
-Parser_lemma   100       Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  30        Embeddings _
-Parser_morpho  30        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 21
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 20000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 20000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
 # ERROR_TAGGER
 Error_Tagger_actions 18        Embeddings _
 Error_Tagger_bool    16        Embeddings _
diff --git a/UD_any/tokenizer/tokenizer.dicts b/UD_any/tokenizer/tokenizer.dicts
index 0902ec88e90d2a819eb98f35f03792e26b395e69..89f79a68702559bb56ea106d13c223cd75909424 100644
--- a/UD_any/tokenizer/tokenizer.dicts
+++ b/UD_any/tokenizer/tokenizer.dicts
@@ -1,8 +1,7 @@
 #########################################################################
-Tokenizer_bool    02        Embeddings
-Tokenizer_int     05        Embeddings
-Tokenizer_letters 30        Embeddings
-Tokenizer_form    30        Embeddings
-Tokenizer_form.f  30        Embeddings
-Tokenizer_actions 05        Embeddings
-Tokenizer_entropy 05        Embeddings
+Tokenizer_bool    02        Embeddings _ 5
+Tokenizer_int     05        Embeddings _ 200
+Tokenizer_letters 30        Embeddings _ 200000
+Tokenizer_form    30        Embeddings _ 50000
+Tokenizer_form.f  30        Embeddings _ 200000
+Tokenizer_actions 05        Embeddings _ 200
diff --git a/UD_any/tokeparser/tokeparser.dicts b/UD_any/tokeparser/tokeparser.dicts
index afc2edf9803300492d257ae9c9fa0b0ef17625e0..4534960f51830c6ceca5c08338ad7eb604b34e55 100644
--- a/UD_any/tokeparser/tokeparser.dicts
+++ b/UD_any/tokeparser/tokeparser.dicts
@@ -1,59 +1,94 @@
 #Name   Dimension Mode     #
 ############################
 # TOKENIZER
-Tokenizer_bool    02        Embeddings
-Tokenizer_int     05        Embeddings
-Tokenizer_letters 30        Embeddings
-Tokenizer_form    30        Embeddings
-Tokenizer_form.f  30        Embeddings
-Tokenizer_actions 05        Embeddings
-Tokenizer_entropy 05        Embeddings
+Tokenizer_bool    02        Embeddings _ 5
+Tokenizer_int     05        Embeddings _ 200
+Tokenizer_letters 30        Embeddings _ 200000
+Tokenizer_form    30        Embeddings _ 50000
+Tokenizer_form.f  30        Embeddings _ 200000
+Tokenizer_actions 05        Embeddings _ 200
 # TAGGER
-Tagger_actions 18        Embeddings _
-Tagger_bool    16        Embeddings _
-Tagger_int     16        Embeddings _
-Tagger_eos     16        Embeddings _
-Tagger_gov     16        Embeddings _
-Tagger_pos     18        Embeddings _
-Tagger_form    30        Embeddings _
-Tagger_form.f  30        Embeddings _
-Tagger_lemma   30        Embeddings _
-Tagger_letters 30        Embeddings _
-Tagger_labels  18        Embeddings _
-Tagger_morpho  22        Embeddings _
+Tagger_actions 18        Embeddings _ 20
+Tagger_bool    16        Embeddings _ 5
+Tagger_int     16        Embeddings _ 200
+Tagger_eos     16        Embeddings _ 5
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_lemma   30        Embeddings _ 50000
+Tagger_letters 30        Embeddings _ 200000
+Tagger_labels  18        Embeddings _ 50
+Tagger_morpho  22        Embeddings _ 50000
 # MORPHO
-Morpho_actions 18        Embeddings _
-Morpho_bool    16        Embeddings _
-Morpho_int     16        Embeddings _
-Morpho_eos     16        Embeddings _
-Morpho_gov     16        Embeddings _
-Morpho_pos     18        Embeddings _
-Morpho_form    30        Embeddings _
-Morpho_form.f  30        Embeddings _
-Morpho_lemma   30        Embeddings _
-Morpho_letters 30        Embeddings _
-Morpho_labels  18        Embeddings _
-Morpho_morpho  22        Embeddings _
+Morpho_actions 18        Embeddings _ 1000
+Morpho_bool    16        Embeddings _ 5
+Morpho_int     16        Embeddings _ 200
+Morpho_eos     16        Embeddings _ 5
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 21
+Morpho_form    30        Embeddings _ 50000
+Morpho_form.f  30        Embeddings _ 20000
+Morpho_lemma   30        Embeddings _ 50000
+Morpho_letters 30        Embeddings _ 20000
+Morpho_labels  18        Embeddings _ 50
+Morpho_morpho  22        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Rules_form    30        Embeddings
-Lemmatizer_Rules_letters 10        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 21
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Case_form    30        Embeddings
-Lemmatizer_Case_letters 10        Embeddings
-Lemmatizer_Case_pos     30        Embeddings
-Lemmatizer_Case_morpho  30        Embeddings
+Lemmatizer_Case_form    30        Embeddings _ 50000
+Lemmatizer_Case_letters 10        Embeddings _ 200000
+Lemmatizer_Case_pos     30        Embeddings _ 21
+Lemmatizer_Case_morpho  30        Embeddings _ 50000
 # PARSER
-Parser_actions 18        Embeddings _
-Parser_bool    16        Embeddings _
-Parser_int     16        Embeddings _
-Parser_eos     16        Embeddings _
-Parser_gov     16        Embeddings _
-Parser_pos     18        Embeddings _
-Parser_form    30        Embeddings _
-Parser_form.f  30        Embeddings _
-Parser_lemma   30        Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  18        Embeddings _
-Parser_morpho  22        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 21
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 20000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 20000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
+# ERROR_TAGGER
+Error_Tagger_actions 18        Embeddings _
+Error_Tagger_bool    16        Embeddings _
+Error_Tagger_int     16        Embeddings _
+Error_Tagger_eos     16        Embeddings _
+Error_Tagger_gov     16        Embeddings _
+Error_Tagger_pos     18        Embeddings _
+Error_Tagger_form    30        Embeddings _
+Error_Tagger_lemma   30        Embeddings _
+Error_Tagger_letters 30        Embeddings _
+Error_Tagger_labels  18        Embeddings _
+Error_Tagger_morpho  22        Embeddings _
+# ERROR_MORPHO
+Error_Morpho_actions 18        Embeddings _
+Error_Morpho_bool    16        Embeddings _
+Error_Morpho_int     16        Embeddings _
+Error_Morpho_eos     16        Embeddings _
+Error_Morpho_gov     16        Embeddings _
+Error_Morpho_pos     18        Embeddings _
+Error_Morpho_form    30        Embeddings _
+Error_Morpho_lemma   30        Embeddings _
+Error_Morpho_letters 30        Embeddings _
+Error_Morpho_labels  18        Embeddings _
+Error_Morpho_morpho  22        Embeddings _
+# ERROR_PARSER
+Error_Parser_actions 18        Embeddings _
+Error_Parser_bool    16        Embeddings _
+Error_Parser_int     16        Embeddings _
+Error_Parser_eos     16        Embeddings _
+Error_Parser_gov     16        Embeddings _
+Error_Parser_pos     18        Embeddings _
+Error_Parser_form    30        Embeddings _
+Error_Parser_lemma   30        Embeddings _
+Error_Parser_letters 30        Embeddings _
+Error_Parser_labels  18        Embeddings _
+Error_Parser_morpho  22        Embeddings _
diff --git a/UD_any/tokeparser_incremental/tokeparser.dicts b/UD_any/tokeparser_incremental/tokeparser.dicts
index 01ff2b92ed209c698db8b5e4868c9b3ea15d405c..7b7fd2b27ca28cfcc0532444450b73e6bd27a6b1 100644
--- a/UD_any/tokeparser_incremental/tokeparser.dicts
+++ b/UD_any/tokeparser_incremental/tokeparser.dicts
@@ -1,62 +1,97 @@
 #Name   Dimension Mode     #
 ############################
 # TOKENIZER
-Tokenizer_bool    02        Embeddings
-Tokenizer_int     05        Embeddings
-Tokenizer_letters 30        Embeddings
-Tokenizer_form    30        Embeddings
-Tokenizer_form.f  30        Embeddings
-Tokenizer_actions 05        Embeddings
-Tokenizer_entropy 05        Embeddings
-Tokenizer_pos     18        Embeddings
-Tokenizer_morpho  22        Embeddings
-Tokenizer_eos     16        Embeddings
+Tokenizer_bool    02        Embeddings _ 5
+Tokenizer_int     05        Embeddings _ 200
+Tokenizer_letters 30        Embeddings _ 200000
+Tokenizer_form    30        Embeddings _ 50000
+Tokenizer_form.f  30        Embeddings _ 200000
+Tokenizer_actions 05        Embeddings _ 200
+Tokenizer_pos     05        Embeddings _ 25
+Tokenizer_morpho  05        Embeddings _ 50000
+Tokenizer_eos     05        Embeddings _ 5
 # TAGGER
-Tagger_actions 18        Embeddings _
-Tagger_bool    16        Embeddings _
-Tagger_int     16        Embeddings _
-Tagger_eos     16        Embeddings _
-Tagger_gov     16        Embeddings _
-Tagger_pos     18        Embeddings _
-Tagger_form    30        Embeddings _
-Tagger_form.f  30        Embeddings _
-Tagger_lemma   30        Embeddings _
-Tagger_letters 30        Embeddings _
-Tagger_labels  18        Embeddings _
-Tagger_morpho  22        Embeddings _
+Tagger_actions 18        Embeddings _ 20
+Tagger_bool    16        Embeddings _ 5
+Tagger_int     16        Embeddings _ 200
+Tagger_eos     16        Embeddings _ 5
+Tagger_gov     16        Embeddings _ 100
+Tagger_pos     18        Embeddings _ 21
+Tagger_form    30        Embeddings _ 50000
+Tagger_form.f  30        Embeddings _ 200000
+Tagger_lemma   30        Embeddings _ 50000
+Tagger_letters 30        Embeddings _ 200000
+Tagger_labels  18        Embeddings _ 50
+Tagger_morpho  22        Embeddings _ 50000
 # MORPHO
-Morpho_actions 18        Embeddings _
-Morpho_bool    16        Embeddings _
-Morpho_int     16        Embeddings _
-Morpho_eos     16        Embeddings _
-Morpho_gov     16        Embeddings _
-Morpho_pos     18        Embeddings _
-Morpho_form    30        Embeddings _
-Morpho_form.f  30        Embeddings _
-Morpho_lemma   30        Embeddings _
-Morpho_letters 30        Embeddings _
-Morpho_labels  18        Embeddings _
-Morpho_morpho  22        Embeddings _
+Morpho_actions 18        Embeddings _ 1000
+Morpho_bool    16        Embeddings _ 5
+Morpho_int     16        Embeddings _ 200
+Morpho_eos     16        Embeddings _ 5
+Morpho_gov     16        Embeddings _ 100
+Morpho_pos     18        Embeddings _ 21
+Morpho_form    30        Embeddings _ 50000
+Morpho_form.f  30        Embeddings _ 20000
+Morpho_lemma   30        Embeddings _ 50000
+Morpho_letters 30        Embeddings _ 20000
+Morpho_labels  18        Embeddings _ 50
+Morpho_morpho  22        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Rules_form    30        Embeddings
-Lemmatizer_Rules_letters 10        Embeddings
-Lemmatizer_Rules_pos     30        Embeddings
-Lemmatizer_Rules_morpho  30        Embeddings
+Lemmatizer_Rules_form    30        Embeddings _ 50000
+Lemmatizer_Rules_letters 10        Embeddings _ 200000
+Lemmatizer_Rules_pos     30        Embeddings _ 21
+Lemmatizer_Rules_morpho  30        Embeddings _ 50000
 # LEMMATIZER
-Lemmatizer_Case_form    30        Embeddings
-Lemmatizer_Case_letters 10        Embeddings
-Lemmatizer_Case_pos     30        Embeddings
-Lemmatizer_Case_morpho  30        Embeddings
+Lemmatizer_Case_form    30        Embeddings _ 50000
+Lemmatizer_Case_letters 10        Embeddings _ 200000
+Lemmatizer_Case_pos     30        Embeddings _ 21
+Lemmatizer_Case_morpho  30        Embeddings _ 50000
 # PARSER
-Parser_actions 18        Embeddings _
-Parser_bool    16        Embeddings _
-Parser_int     16        Embeddings _
-Parser_eos     16        Embeddings _
-Parser_gov     16        Embeddings _
-Parser_pos     18        Embeddings _
-Parser_form    30        Embeddings _
-Parser_form.f  30        Embeddings _
-Parser_lemma   30        Embeddings _
-Parser_letters 30        Embeddings _
-Parser_labels  18        Embeddings _
-Parser_morpho  22        Embeddings _
+Parser_actions 18        Embeddings _ 200
+Parser_bool    16        Embeddings _ 5
+Parser_int     16        Embeddings _ 200
+Parser_eos     16        Embeddings _ 5
+Parser_gov     16        Embeddings _ 100
+Parser_pos     18        Embeddings _ 21
+Parser_form    30        Embeddings _ 50000
+Parser_form.f  30        Embeddings _ 20000
+Parser_lemma   30        Embeddings _ 50000
+Parser_letters 30        Embeddings _ 20000
+Parser_labels  18        Embeddings _ 50
+Parser_morpho  22        Embeddings _ 50000
+# ERROR_TAGGER
+Error_Tagger_actions 18        Embeddings _
+Error_Tagger_bool    16        Embeddings _
+Error_Tagger_int     16        Embeddings _
+Error_Tagger_eos     16        Embeddings _
+Error_Tagger_gov     16        Embeddings _
+Error_Tagger_pos     18        Embeddings _
+Error_Tagger_form    30        Embeddings _
+Error_Tagger_lemma   30        Embeddings _
+Error_Tagger_letters 30        Embeddings _
+Error_Tagger_labels  18        Embeddings _
+Error_Tagger_morpho  22        Embeddings _
+# ERROR_MORPHO
+Error_Morpho_actions 18        Embeddings _
+Error_Morpho_bool    16        Embeddings _
+Error_Morpho_int     16        Embeddings _
+Error_Morpho_eos     16        Embeddings _
+Error_Morpho_gov     16        Embeddings _
+Error_Morpho_pos     18        Embeddings _
+Error_Morpho_form    30        Embeddings _
+Error_Morpho_lemma   30        Embeddings _
+Error_Morpho_letters 30        Embeddings _
+Error_Morpho_labels  18        Embeddings _
+Error_Morpho_morpho  22        Embeddings _
+# ERROR_PARSER
+Error_Parser_actions 18        Embeddings _
+Error_Parser_bool    16        Embeddings _
+Error_Parser_int     16        Embeddings _
+Error_Parser_eos     16        Embeddings _
+Error_Parser_gov     16        Embeddings _
+Error_Parser_pos     18        Embeddings _
+Error_Parser_form    30        Embeddings _
+Error_Parser_lemma   30        Embeddings _
+Error_Parser_letters 30        Embeddings _
+Error_Parser_labels  18        Embeddings _
+Error_Parser_morpho  22        Embeddings _