{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T03:06:07Z","timestamp":1775012767997,"version":"3.50.1"},"reference-count":4,"publisher":"MIT Press - Journals","issue":"4","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computational Linguistics"],"published-print":{"date-parts":[[2001,12]]},"abstract":"<jats:p> In this paper, we present a learning approach to coreference resolution of noun phrases in unrestricted text. The approach learns from a small, annotated corpus and the task includes resolving not just a certain type of noun phrase (e.g., pronouns) but rather general noun phrases. It also does not restrict the entity types of the noun phrases; that is, coreference is assigned whether they are of \u201corganization,\u201d \u201cperson,\u201d or other types. We evaluate our approach on common data sets (namely, the MUC-6 and MUC-7 coreference corpora) and obtain encouraging results, indicating that on the general noun phrase coreference task, the learning approach holds promise and achieves accuracy comparable to that of nonlearning approaches. Our system is the first learning-based system that offers performance comparable to that of state-of-the-art nonlearning systems on these data sets. <\/jats:p>","DOI":"10.1162\/089120101753342653","type":"journal-article","created":{"date-parts":[[2002,7,27]],"date-time":"2002-07-27T11:56:30Z","timestamp":1027770990000},"page":"521-544","source":"Crossref","is-referenced-by-count":353,"title":["A Machine Learning Approach to Coreference Resolution of Noun Phrases"],"prefix":"10.1162","volume":"27","author":[{"given":"Wee Meng","family":"Soon","sequence":"first","affiliation":[{"name":"DSO National Laboratories, 20 Science Park Drive, Singapore 118230."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hwee Tou","family":"Ng","sequence":"additional","affiliation":[{"name":"DSO National Laboratories, 20 Science Park Drive, Singapore 118230.This author is also affiliated with the Department of Computer Science, School of Computing, National University of Singapore Web address:"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniel Chung Yong","family":"Lim","sequence":"additional","affiliation":[{"name":"DSO National Laboratories, 20 Science Park Drive, Singapore 118230."}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"281","reference":[{"key":"p_3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1007558221122"},{"key":"p_7","doi-asserted-by":"publisher","DOI":"10.1162\/089976698300017197"},{"issue":"4","key":"p_12","first-page":"535","volume":"20","author":"Lappin Shalom","year":"1994","journal-title":"Computational Linguistics"},{"key":"p_16","doi-asserted-by":"publisher","DOI":"10.1093\/ijl\/3.4.235"}],"container-title":["Computational Linguistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/089120101753342653","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T21:41:54Z","timestamp":1615585314000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/coli\/article\/27\/4\/521-544\/1748"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2001,12]]},"references-count":4,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2001,12]]}},"alternative-id":["10.1162\/089120101753342653"],"URL":"https:\/\/doi.org\/10.1162\/089120101753342653","relation":{},"ISSN":["0891-2017","1530-9312"],"issn-type":[{"value":"0891-2017","type":"print"},{"value":"1530-9312","type":"electronic"}],"subject":[],"published":{"date-parts":[[2001,12]]}}}