Pronoun Translation and Prediction with or without Coreference Links
Luong, Ngoc-Quang; Miculicich Werlen, Lesly; Popescu-Belis, Andrei
2015

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Abstract

The Idiap NLP Group has participated in both DiscoMT 2015 sub-tasks: pronoun-focused translation and pronoun prediction. The system for the first sub-task combines two knowledge sources: gram matical constraints from the hypothesized coreference links, and candidate translations from an SMT decoder. The system for the second sub-task avoids hypothesizing a coreference link, and uses instead a large set of source-side and target-side features from the noun phrases surrounding the pronoun to train a pronoun predictor.

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Title Pronoun Translation and Prediction with or without Coreference Links
Author(s) Luong, Ngoc-Quang ; Miculicich Werlen, Lesly ; Popescu-Belis, Andrei
Published in Proceedings of the Second Workshop on Discourse in Machine Translation
Pages 94–100
Conference EMNLP 2015 Workshop on Discourse in Machine Translation
Date 2015
DOI https://doi.org/10.18653/v1/W15-2513
Laboratories LIDIAP
Record Appears in Scientific production and competences > STI - School of Engineering > IEM - Institut d'Electricité et de Microtechnique > LIDIAP - L'IDIAP Laboratory
Scientific production and competences > Euler Center for Signal Processing
Peer-reviewed publications
Conference Papers
Work produced at EPFL
Published
Record creation date 2015-08-19

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