Pronoun Translation and Prediction with or without Coreference Links

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.


Presented at:
EMNLP 2015 Workshop on Discourse in Machine Translation
Year:
2015
Laboratories:




 Record created 2015-08-19, last modified 2018-09-13

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