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Rios, Annette; Tuggener, Don (2017). Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation. In: 15th Conference of the European Chapter of the Association for Computational Linguistics, Valencia, Spain, 3 April 2017 - 7 April 2017. Association for Computational Linguistics, 657-662.
This paper presents a straightforward method to integrate co-reference information into phrase-based machine translation to address the problems of i) elided subjects and ii) morphological underspecification of pronouns when translating from pro-drop languages. We evaluate the method for the language pair Spanish-English and find that translation quality improves with the addition of co-reference information.
| Item Type: | Conference or Workshop Item (Paper), refereed, original work |
|---|---|
| Communities & Collections: | 06 Faculty of Arts > Institute of Computational Linguistics |
| Dewey Decimal Classification: | 000 Computer science, knowledge & systems
410 Linguistics |
| Scopus Subject Areas: | Social Sciences & Humanities > Linguistics and Language
Social Sciences & Humanities > Language and Linguistics |
| Language: | English |
| Event End Date: | 7 April 2017 |
| Deposited On: | 28 Mar 2017 13:26 |
| Last Modified: | 19 May 2024 03:31 |
| Publisher: | Association for Computational Linguistics |
| ISBN: | 978-1-945626-35-7 |
| OA Status: | Green |
| Free access at: | Official URL. An embargo period may apply. |
| Official URL: | https://aclweb.org/anthology/E/E17/E17-2104.pdf |
| Related URLs: | http://eacl2017.org/ (Organisation) http://eacl2017.org/index.php/proceedings (Publisher) http://eacl2017.org/images/site/Proceeding/book_short.pdf (Publisher) |
Rios, Annette