2011 ImprovingMachineLearningApproac
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- (Ng et al., 2011) ⇒ Vincent Ng, and Claire Cardie. (2011). “Improving Machine Learning Approaches to Coreference Resolution.” In: Proceedings of the 40th Annual Meeting on Association for Computational Linguistics. doi:1073083.1073102
Subject Headings: Noun Phrase Coreference System.
Notes
Cited By
- http://scholar.google.com/scholar?q=%22Improving+machine+learning+approaches+to+coreference+resolution%22+2011
- http://portal.acm.org/citation.cfm?doid=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
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2011 ImprovingMachineLearningApproac | Vincent Ng | Improving Machine Learning Approaches to Coreference Resolution | 1073083.1073102 |