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The two stages of our sieve-based architecture, a mention detection stage that heavily favors recall, followed by coreference sieves that are precision-oriented, offer a powerful way to achieve both high precision and high recall. Further, our approach makes use of global information through an entity-centric model that encourages the sharing of features across all mentions that point to the same real-world entity. Despite its simplicity, our approach gives state-of-the-art performance on several corpora and genres, and has also been incorporated into hybrid state-of-the-art coreference systems for Chinese and Arabic. Our system thus offers a new paradigm for combining knowledge in rule-based systems that has implications throughout computational linguistics. <\/jats:p>","DOI":"10.1162\/coli_a_00152","type":"journal-article","created":{"date-parts":[[2013,1,3]],"date-time":"2013-01-03T17:12:23Z","timestamp":1357233143000},"page":"885-916","source":"Crossref","is-referenced-by-count":162,"title":["Deterministic Coreference Resolution Based on Entity-Centric, Precision-Ranked Rules"],"prefix":"10.1162","volume":"39","author":[{"given":"Heeyoung","family":"Lee","sequence":"first","affiliation":[{"name":"Stanford University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Angel","family":"Chang","sequence":"additional","affiliation":[{"name":"Stanford University"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yves","family":"Peirsman","sequence":"additional","affiliation":[{"name":"University of Leuven"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nathanael","family":"Chambers","sequence":"additional","affiliation":[{"name":"United States Naval Academy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mihai","family":"Surdeanu","sequence":"additional","affiliation":[{"name":"University of Arizona"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dan","family":"Jurafsky","sequence":"additional","affiliation":[{"name":"Stanford University"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"281","reference":[{"key":"R1","first-page":"563","volume-title":"The First International Conference on Language Resources and Evaluation Workshop on Linguistics Coreference","volume":"1","author":"Bagga Amit","year":"1998"},{"key":"R2","unstructured":"Baldwin, Breck. 1995. 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