{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T21:17:39Z","timestamp":1776979059630,"version":"3.51.4"},"reference-count":5,"publisher":"MIT Press - Journals","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["TACL"],"published-print":{"date-parts":[[2016,12]]},"abstract":"<jats:p> We train one multilingual model for dependency parsing and use it to parse sentences in several languages. The parsing model uses (i) multilingual word clusters and embeddings; (ii) token-level language information; and (iii) language-specific features (fine-grained POS tags). This input representation enables the parser not only to parse effectively in multiple languages, but also to generalize across languages based on linguistic universals and typological similarities, making it more effective to learn from limited annotations. Our parser\u2019s performance compares favorably to strong baselines in a range of data scenarios, including when the target language has a large treebank, a small treebank, or no treebank for training. <\/jats:p>","DOI":"10.1162\/tacl_a_00109","type":"journal-article","created":{"date-parts":[[2018,12,28]],"date-time":"2018-12-28T15:44:07Z","timestamp":1546011847000},"page":"431-444","source":"Crossref","is-referenced-by-count":35,"title":["Many Languages, One Parser"],"prefix":"10.1162","volume":"4","author":[{"given":"Waleed","family":"Ammar","sequence":"first","affiliation":[{"name":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA,                         USA,"}]},{"given":"George","family":"Mulcaire","sequence":"additional","affiliation":[{"name":"Computer Science & Engineering, University of Washington, Seattle, WA, USA,"}]},{"given":"Miguel","family":"Ballesteros","sequence":"additional","affiliation":[{"name":"NLP Group, Pompeu Fabra University, Barcelona, Spain"},{"name":"School of Computer Science, Carnegie Mellon University,                         Pittsburgh, PA, USA,"}]},{"given":"Chris","family":"Dyer","sequence":"additional","affiliation":[{"name":"School of Computer Science, Carnegie Mellon University, Pittsburgh, PA,                         USA,"}]},{"given":"Noah A.","family":"Smith","sequence":"additional","affiliation":[{"name":"Computer Science & Engineering, University of Washington, Seattle, WA, USA,"}]}],"member":"281","reference":[{"issue":"3","key":"p_4","first-page":"1","volume":"6","author":"Bender Emily M.","year":"2011","journal-title":"Linguistic Issues in Language Technology"},{"key":"p_19","first-page":"3541","volume":"11","author":"Henderson James","year":"2010","journal-title":"Journal of Machine Learning Research"},{"issue":"03","key":"p_22","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1017\/S1351324905003840","volume":"11","author":"Hwa Rebecca","year":"2005","journal-title":"Natural Language Engineering"},{"issue":"1","key":"p_46","first-page":"1929","volume":"15","author":"Srivastava Nitish","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"p_49","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00205"}],"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_00109","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,3,12]],"date-time":"2021-03-12T21:38:29Z","timestamp":1615585109000},"score":1,"resource":{"primary":{"URL":"https:\/\/direct.mit.edu\/tacl\/article\/43466"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,12]]},"references-count":5,"alternative-id":["10.1162\/tacl_a_00109"],"URL":"https:\/\/doi.org\/10.1162\/tacl_a_00109","relation":{},"ISSN":["2307-387X"],"issn-type":[{"value":"2307-387X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,12]]}}}