{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T06:16:46Z","timestamp":1775283406095,"version":"3.50.1"},"reference-count":16,"publisher":"MIT Press - Journals","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["TACL"],"published-print":{"date-parts":[[2015,12]]},"abstract":"<jats:p> We present Plato, a probabilistic model for entity resolution that includes a novel approach for handling noisy or uninformative features, and supplements labeled training data derived from Wikipedia with a very large unlabeled text corpus. Training and inference in the proposed model can easily be distributed across many servers, allowing it to scale to over 10<jats:sup>7<\/jats:sup> entities. We evaluate Plato on three standard datasets for entity resolution. Our approach achieves the best results to-date on TAC KBP 2011 and is highly competitive on both the CoNLL 2003 and TAC KBP 2012 datasets. <\/jats:p>","DOI":"10.1162\/tacl_a_00154","type":"journal-article","created":{"date-parts":[[2018,12,28]],"date-time":"2018-12-28T15:44:35Z","timestamp":1546011875000},"page":"503-515","source":"Crossref","is-referenced-by-count":26,"title":["Plato: A Selective Context Model for Entity                     Resolution"],"prefix":"10.1162","volume":"3","author":[{"given":"Nevena","family":"Lazic","sequence":"first","affiliation":[{"name":"Google Inc., Mountain View CA 94043, USA,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amarnag","family":"Subramanya","sequence":"additional","affiliation":[{"name":"Google Inc., Mountain View CA 94043, USA,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Ringgaard","sequence":"additional","affiliation":[{"name":"Google Inc., Mountain View CA 94043, USA,"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando","family":"Pereira","sequence":"additional","affiliation":[{"name":"Google Inc., Mountain View CA 94043, USA,"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"281","reference":[{"key":"p_1","first-page":"75","author":"Alhelbawy Ayman","year":"2014","journal-title":"ACL 14, pages"},{"key":"p_4","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00129"},{"issue":"1","key":"p_9","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"Dean Jeffrey","year":"2008","journal-title":"Communications of the ACM"},{"key":"p_10","first-page":"277","author":"Dredze Mark","year":"2010","journal-title":"COLING 10, pages"},{"key":"p_11","first-page":"1625","author":"Ferragina Paolo","year":"2010","journal-title":"CIKM 10, pages"},{"key":"p_13","first-page":"2297","volume":"8","author":"Gabrilovich Evgeniy","year":"2007","journal-title":"Journal of Machine Learning Research"},{"issue":"0","key":"p_14","doi-asserted-by":"crossref","first-page":"130","DOI":"10.1016\/j.artint.2012.04.005","volume":"194","author":"Hachey Ben","year":"2013","journal-title":"Artificial Intelligence"},{"key":"p_21","first-page":"30","author":"He Zhengyan","year":"2013","journal-title":"ACL 13, pages"},{"key":"p_34","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1145\/1321440.1321475","author":"Mihalcea Rada","year":"2007","journal-title":"CIKM 07, pages"},{"key":"p_35","first-page":"509","author":"Milne David N.","year":"2008","journal-title":"CIKM 07, pages"},{"key":"p_36","first-page":"247","author":"Nguyen Hien T.","year":"2008","journal-title":"RIVF 08, pages"},{"issue":"2","key":"p_38","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1023\/A:1007692713085","volume":"39","author":"Nigam Kamal","year":"2000","journal-title":"Machine Learning"},{"issue":"02","key":"p_39","doi-asserted-by":"crossref","first-page":"95","DOI":"10.1017\/S1351324906004505","volume":"13","author":"Nivre Joakim","year":"2007","journal-title":"Natural Language Engineering"},{"key":"p_42","first-page":"238","author":"Pershina Maria","year":"2015","journal-title":"NAACL HLT 14, pages"},{"key":"p_43","first-page":"1375","author":"Ratinov Lev-Arie","year":"2011","journal-title":"ACLHLT 11, pages"},{"key":"p_44","first-page":"2369","author":"Sil Avirup","year":"2013","journal-title":"CIKM 13, pages"}],"container-title":["Transactions of the Association for Computational Linguistics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mitpressjournals.org\/doi\/pdf\/10.1162\/tacl_a_00154","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T21:38:47Z","timestamp":1615585127000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/tacl\/article\/43284"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,12]]},"references-count":16,"alternative-id":["10.1162\/tacl_a_00154"],"URL":"https:\/\/doi.org\/10.1162\/tacl_a_00154","relation":{},"ISSN":["2307-387X"],"issn-type":[{"value":"2307-387X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,12]]}}}