2008 UnsupervisedModelsforCoreferenc

• (Ng, 2008) ⇒ Vincent Ng. (2008). “Unsupervised Models for Coreference Resolution.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing.

Subject Headings: Unsupervised Coreference Resolution System.

Cited By

• http://scholar.google.com/scholar?q=%222008%22+Unsupervised+Models+for+Coreference+Resolution
• http://dl.acm.org/citation.cfm?id=1613715.1613795&preflayout=flat#citedby

Quotes

Abstract

We present a generative model for unsupervised coreference resolution that views coreference as an EM clustering process. For comparison purposes, we revisit Haghighi and Klein's (2007) fully-generative Bayesian model for unsupervised coreference resolution, discuss its potential weaknesses and consequently propose three modifications to their model. Experimental results on the ACE data sets show that our model outperforms their original model by a large margin and compares favorably to the modified model.

References

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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2008 UnsupervisedModelsforCoreferenc	Vincent Ng			Unsupervised Models for Coreference Resolution						2008