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A* CCG Parsing with a Supertag and Dependency Factored Model

Abstract · Apr 23, 2017 15:16 ·

lewis factored ambiguity house ccg supertag cs-cl

Arxiv Abstract

  • Masashi Yoshikawa
  • Hiroshi Noji
  • Yuji Matsumoto

We propose a new A* CCG parsing model in which the probability of a tree is decomposed into factors of CCG categories and its syntactic dependencies both defined on bi-directional LSTMs. Our factored model allows the precomputation of all probabilities and runs very efficiently, while modeling sentence structures explicitly via dependencies. Our model achieves the state-of-the-art results on English and Japanese CCG parsing.

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