Simple Coreference Resolution with Rich Syntactic and Semantic Features
@inproceedings{Haghighi2009SimpleCR, title={Simple Coreference Resolution with Rich Syntactic and Semantic Features}, author={A. Haghighi and D. Klein}, booktitle={EMNLP}, year={2009} }
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
Figures, Tables, and Topics from this paper
201 Citations
Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task
- Computer Science
- CoNLL Shared Task
- 2011
- 461
- PDF
A scaffolding approach to coreference resolution integrating statistical and rule-based models
- Computer Science
- Nat. Lang. Eng.
- 2017
- 16
- PDF
References
SHOWING 1-10 OF 27 REFERENCES
First-Order Probabilistic Models for Coreference Resolution
- Computer Science
- HLT-NAACL
- 2007
- 188
- Highly Influential
- PDF
A Machine Learning Approach to Coreference Resolution of Noun Phrases
- Computer Science
- Computational Linguistics
- 2001
- 1,034
- PDF
A model-theoretic coreference scoring scheme
- Mathematics, Computer Science
- MUC
- 1995
- 679
- Highly Influential
- PDF
Joint Determination of Anaphoricity and Coreference Resolution using Integer Programming
- Computer Science
- HLT-NAACL
- 2007
- 177
- PDF