{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T12:44:42Z","timestamp":1747140282103},"reference-count":0,"publisher":"IOS Press","license":[{"start":{"date-parts":[[2020,9,15]],"date-time":"2020-09-15T00:00:00Z","timestamp":1600128000000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,9,15]]},"abstract":"<jats:p>The first study for Estonian pronominal coreference resolution using machine learning is presented. Appropriate machine learning algorithms and techniques for balancing the data are tested on a human-annotated corpus. The results are encouraging, showing an F-score comparable with the results obtained for English before the advent of deep neural networks.<\/jats:p>","DOI":"10.3233\/faia200595","type":"book-chapter","created":{"date-parts":[[2020,9,22]],"date-time":"2020-09-22T11:54:14Z","timestamp":1600775654000},"source":"Crossref","is-referenced-by-count":1,"title":["A Study in Estonian Pronominal Coreference Resolution"],"prefix":"10.3233","author":[{"given":"Eduard","family":"Barbu","sequence":"first","affiliation":[{"name":"Institute of Computer Science, University of Tartu, Estonia"}]},{"given":"Kadri","family":"Muischnek","sequence":"additional","affiliation":[{"name":"Institute of Computer Science, University of Tartu, Estonia"},{"name":"Institute of Estonian and General Linguistics, University of Tartu, Estonia"}]},{"given":"Linda","family":"Freienthal","sequence":"additional","affiliation":[{"name":"Institute of Estonian and General Linguistics, University of Tartu, Estonia"}]}],"member":"7437","container-title":["Frontiers in Artificial Intelligence and Applications","Human Language Technologies \u2013 The Baltic Perspective"],"original-title":[],"link":[{"URL":"http:\/\/ebooks.iospress.nl\/pdf\/doi\/10.3233\/FAIA200595","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,22]],"date-time":"2020-09-22T11:54:15Z","timestamp":1600775655000},"score":1,"resource":{"primary":{"URL":"http:\/\/ebooks.iospress.nl\/doi\/10.3233\/FAIA200595"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,15]]},"references-count":0,"URL":"https:\/\/doi.org\/10.3233\/faia200595","relation":{},"ISSN":["0922-6389","1879-8314"],"issn-type":[{"value":"0922-6389","type":"print"},{"value":"1879-8314","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,9,15]]}}}