2008 CorefResolCurrentTrendsFutDirec

(Clark and González-Brenes, 2008) ⇒ Jonathan H. Clark, José P. González-Brenes. (2008). “Coreference: Current Trends and Future Directions.” CMU course on Language and Statistics II Literature Review, Fall 2008.

Subject Headings(s): Entity Mention Coreference Resolution Task, Entity Mention Coreference Resolution Algorithm.

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Abstract

Coreference resolution seeks to find the mentions in text that refer to the same real-world entity. This task has been well-studied in NLP, but until recent years, empirical results have been disappointing. Recent research has greatly improved the state-of-the-art. In this review, we focus on five papers that represent the current state-of-the-art and discuss how they relate to each other and how these advances will influence future work in this area.

References

(CulottaWM, 2007) ⇒ Aron Culotta, Michael Wick, Robert Hall, and Andrew McCallum. (2007). “First-order probabilistic models for coreference resolution.” In: Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT/NAACL).
Pascal Denis and Jason Baldridge. (2007). Joint determination of anaphoricity and coreference resolution using integer programming. In: Proceedings of the North American Association for Computational Linguistics and the Conference on Human Language Technology.
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Linguistic Data Consortium, (2008). ACE (Automatic Content Extraction) English Annotation Guidelines for Entities, version 6.6 2008.06.13 edition.
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Ngan L.T. Nguyen and Jin-Dong Kim. (2008). Exploring domain differences for the design of a pronoun resolution system for biomedical text. In: Proceedings of the 22nd International Conference on Computational Linguistics (Coling 2008), pages 625–632, Manchester, UK, August. Coling 2008 Organizing Committee.
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Wee Meng Soon and Daniel Chung Yong Lim Hwee Tou Ng. (2006). A machine learning approach to coreference resolution of noun phrases. In Computational Linguistics.
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	Author	volume	Date Value	title	type	journal	titleUrl	doi	note	year
2008 CorefResolCurrentTrendsFutDirec	Jonathan H. Clark José P. González-Brenes			Coreference: Current Trends and Future Directions			http://www.cs.cmu.edu/~jhclark/pubs/clark gonzalez coreference.pdf			2008