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Plamada, Magdalena; Linder, Gion; Ströbel, Phillip; Volk, Martin (2015). Pre-reordering for Statistical Machine Translation of Non-fictional Subtitles. In: The 18th Annual Conference of the European Association for Machine Translation (EAMT 2015), Antalya, Turkey, May 2015, s.n..
This paper describes the challenges of building a Statistical Machine Translation (SMT) system for non-fictional subtitles. Since our experiments focus on a "difficult" translation direction (i.e. French-German), we investigate several methods to improve the translation performance. We also compare our in-house SMT systems (including domain adaptation and pre-reordering techniques) to other SMT services and show that pre-reordering alone significantly improves the baseline systems.
| 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 > Language and Linguistics
Physical Sciences > Software Physical Sciences > Human-Computer Interaction |
| Language: | English |
| Event End Date: | May 2015 |
| Deposited On: | 05 Aug 2015 14:41 |
| Last Modified: | 30 Jan 2022 08:37 |
| Publisher: | s.n. |
| OA Status: | Green |
| Free access at: | Official URL. An embargo period may apply. |
| Official URL: | http://www.eamt2015.org/files/downloads/EAMT2015_Proceedings.pdf |
Plamada, Magdalena