2002 ImprovingMachineLearningApproac
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- (Ng & Cardie, 2002) ⇒ Vincent Ng, and Claire Cardie. (2002). “Improving Machine Learning Approaches to Coreference Resolution.” In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. doi:10.3115/1073083.1073102
Subject Headings: Coreference Resolution Algorithm; Coreference Resolution Task; Coreference Resolution System
Notes
Cited By
- http://scholar.google.com/scholar?q=%222002%22+Improving+Machine+Learning+Approaches+to+Coreference+Resolution
- http://dl.acm.org/citation.cfm?id=1073083.1073102&preflayout=flat#citedby
Quotes
Abstract
We present a noun phrase coreference system that extends the work of Soon et al. (2001) and, to our knowledge, produces the best results to date on the MUC-6 and MUC-7 coreference resolution data sets --- F-measures of 70.4 and 63.4, respectively. Improvements arise from two sources: extra-linguistic changes to the learning framework and a large-scale expansion of the feature set to include more sophisticated linguistic knowledge.
References
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Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
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2002 ImprovingMachineLearningApproac | Vincent Ng Claire Cardie | Improving Machine Learning Approaches to Coreference Resolution | 10.3115/1073083.1073102 | 2002 |