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dc.contributor.authorWang, Longyue-
dc.contributor.authorZhang, Xiaojun-
dc.contributor.authorTu, Zhaopeng-
dc.contributor.authorLiu, Qun-
dc.contributor.authorWay, Andy-
dc.contributor.editorCalzolari, N-
dc.contributor.editorChoukri, K-
dc.contributor.editorDeclerck, T-
dc.contributor.editorGoggi, S-
dc.contributor.editorGrobelnik, M-
dc.contributor.editorMaegaard, B-
dc.contributor.editorMariani, J-
dc.contributor.editorMazo, H-
dc.contributor.editorMoreno, A-
dc.contributor.editorOdijk, J-
dc.contributor.editorPiperidis, S-
dc.description.abstractIn this paper, a novel approach is proposed to automatically construct parallel discourse corpus for dialogue machine translation. Firstly, the parallel subtitle data and its corresponding monolingual movie script data are crawled and collected from Internet. Then tags such as speaker and discourse boundary from the script data are projected to its subtitle data via an information retrieval approach in order to map monolingual discourse to bilingual texts. We not only evaluate the mapping results, but also integrate speaker information into the translation. Experiments show our proposed method can achieve 81.79% and 98.64% accuracy on speaker and dialogue boundary annotation, and speaker-based language model adaptation can obtain around 0.5 BLEU points improvement in translation qualities. Finally, we publicly release around 100K parallel discourse data with manual speaker and dialogue boundary annotation.en_UK
dc.publisherEuropean Language Resources Association-
dc.relationWang L, Zhang X, Tu Z, Liu Q & Way A (2016) Automatic Construction of Discourse Corpora for Dialogue Translation In: Calzolari N, Choukri K, Declerck T, Goggi S, Grobelnik M, Maegaard B, Mariani J, Mazo H, Moreno A, Odijk J, Piperidis S (ed.) LREC 2016, Tenth International Conference on Language Resources and Evaluation Proceedings, Paris: European Language Resources Association. LREC 2016, Tenth International Conference on Language Resources and Evaluation, 23.5.2016 - 28.5.2016, Portorož, Slovenia, pp. 2748-2854.-
dc.rightsThe LREC 2016 Proceedings are licensed under a Creative Commons Attribution-NonCommercial 4.0 International License-
dc.subjectDiscourse Corpusen_UK
dc.subjectMachine Translationen_UK
dc.subjectInformation Retrievalen_UK
dc.subjectMovie Scripten_UK
dc.subjectMovie Subtitleen_UK
dc.titleAutomatic Construction of Discourse Corpora for Dialogue Translationen_UK
dc.typeConference Paperen_UK
dc.type.statusBook Chapter: publisher version-
dc.citation.btitleLREC 2016, Tenth International Conference on Language Resources and Evaluation Proceedings-
dc.citation.conferencelocationPortorož, Slovenia-
dc.citation.conferencenameLREC 2016, Tenth International Conference on Language Resources and Evaluation-
dc.contributor.affiliationDublin City University-
dc.contributor.affiliationEnglish Studies-
dc.contributor.affiliationHuawei Technologies (HK)-
dc.contributor.affiliationADAPT Centre-
dc.contributor.affiliationADAPT Centre-
Appears in Collections:Literature and Languages Conference Papers and Proceedings

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