diff --git a/UD_any/parser/machine.rm b/UD_any/parser/machine.rm
index de9cf83da2453918d2c08f590475ef961b6655d0..3d3db93e466e31082475c69fd40d517101c4391a 100644
--- a/UD_any/parser/machine.rm
+++ b/UD_any/parser/machine.rm
@@ -1,5 +1,5 @@
 Name : Parser Machine
-Classifier : tagger MLP(500,RELU,0.3) data/parser.ts
+Classifier : tagger ConcatWords data/parser.ts
 Predictions : HEAD DEPREL EOS
 Strategy : sequential
   parser parser SHIFT 1
diff --git a/UD_any/tagger/machine.rm b/UD_any/tagger/machine.rm
index 7697e4d8e373495ea94b749cab10e9c7717b89c6..2cd24f673af0407c10a9e0626ff4c849408f1da2 100644
--- a/UD_any/tagger/machine.rm
+++ b/UD_any/tagger/machine.rm
@@ -1,5 +1,5 @@
 Name : Tagger Machine
-Classifier : tagger MLP(500,RELU,0.3) data/tagger.ts
+Classifier : tagger ConcatWords data/tagger.ts
 Predictions : UPOS
 Strategy : sequential
   tagger tagger 1