Recurrent Neural Network Grammars

NAACL 2016 Chris DyerAdhiguna KuncoroMiguel BallesterosNoah A. Smith

We introduce recurrent neural network grammars, probabilistic models of sentences with explicit phrase structure. We explain efficient inference procedures that allow application to both parsing and language modeling... (read more)

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Evaluation Results from the Paper


TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK COMPARE
Constituency Parsing Penn Treebank RNN Grammar F1 score 93.3 # 11