Simple Coreference Resolution with Rich Syntactic and Semantic Features

  title={Simple Coreference Resolution with Rich Syntactic and Semantic Features},
  author={A. Haghighi and D. Klein},
  • A. Haghighi, D. Klein
  • Published in EMNLP 2009
  • Computer Science
  • Coreference systems are driven by syntactic, semantic, and discourse constraints. We present a simple approach which completely modularizes these three aspects. In contrast to much current work, which focuses on learning and on the discourse component, our system is deterministic and is driven entirely by syntactic and semantic compatibility as learned from a large, unlabeled corpus. Despite its simplicity and discourse naivete, our system substantially outperforms all unsupervised systems and… CONTINUE READING
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