Evaluating Induced CCG Parsers on Grounded Semantic Parsing

@inproceedings{Bisk2016EvaluatingIC,
  title={Evaluating Induced CCG Parsers on Grounded Semantic Parsing},
  author={Yonatan Bisk and Siva Reddy and John Blitzer and Julia Hockenmaier and Mark Steedman},
  booktitle={EMNLP},
  year={2016}
}
We compare the effectiveness of four different syntactic CCG parsers for a semantic slotfilling task to explore how much syntactic supervision is required for downstream semantic analysis. This extrinsic, task-based evaluation provides a unique window to explore the strengths and weaknesses of semantics captured by unsupervised grammar induction systems. We release a new Freebase semantic parsing dataset called SPADES (Semantic PArsing of DEclarative Sentences) containing 93K cloze-style… CONTINUE READING
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