Name : Tokenizer, Tagger, Morpho and Parser Machine Classifier : tokeparser { Transitions : {tokenizer,data/tokenizer.ts tagger,data/tagger.ts morpho,data/morpho_parts.ts parser,data/parser_eager_rel_strict.ts segmenter,data/segmenter.ts} LossMultiplier : {segmenter,3.0} Network type : Modular StateName : Out{1024} Context : Buffer{-3 -2 -1} Stack{} Columns{FORM} LSTM{1 1 0 1} In{64} Out{64} Context : Buffer{-3 -2 -1 0} Stack{1 0} Columns{UPOS} LSTM{1 1 0 1} In{64} Out{64} Focused : Column{ID} NbElem{1} Buffer{-2 -1 0} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64} Focused : Column{FORM} NbElem{13} Buffer{-1 0} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64} Focused : Column{FEATS} NbElem{13} Buffer{-1 0} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64} Focused : Column{EOS} NbElem{1} Buffer{-1} Stack{} LSTM{1 1 0 1} In{64} Out{64} Focused : Column{DEPREL} NbElem{1} Buffer{} Stack{2 1 0} LSTM{1 1 0 1} In{64} Out{64} DepthLayerTree : Columns{DEPREL} Buffer{} Stack{2 1 0} LayerSizes{3} LSTM{1 1 0.0 1} In{64} Out{64} History : NbElem{10} LSTM{1 1 0 1} In{64} Out{64} RawInput : Left{5} Right{5} LSTM{1 1 0.0 1} In{32} Out{32} SplitTrans : LSTM{1 1 0.0 1} In{64} Out{64} InputDropout : 0.5 MLP : {2048 0.3 2048 0.3} End Optimizer : Adam {0.0003 0.9 0.999 0.00000001 0.00002 true} } Splitwords : data/splitwords.ts Predictions : ID FORM UPOS FEATS HEAD DEPREL EOS Strategy { Block : End{cannotMove} tokenizer tagger ENDWORD 0 tokenizer tagger SPLIT 0 tokenizer tokenizer * 0 tagger morpho * 0 morpho parser NOTHING 0 morpho morpho * 0 parser segmenter eager_SHIFT 0 parser segmenter eager_RIGHT_rel 0 parser parser * 0 segmenter tokenizer * 1 }