TY - GEN
T1 - Neural machine translation for cross-lingual pronoun prediction
AU - Jean, Sebastien
AU - Lauly, Stanislas
AU - Firat, Orhan
AU - Cho, Kyunghyun
N1 - Funding Information:
This work was done during his visit to NYU. This work was supported by Samsung Electronics (?Larger-Context Neural Machine Translation? and ?Next Generation Deep Learning: from pattern recognition to AI?). KC thanks Google (Faculty Award 2016), NVIDIA (NVAIL), Facebook, eBay and TenCent for their generous support.
Funding Information:
This work was supported by Samsung Electronics (“Larger-Context Neural Machine Translation” and “Next Generation Deep Learning: from pattern recognition to AI”). KC thanks Google (Faculty Award 2016), NVIDIA (NVAIL), Facebook, eBay and TenCent for their generous support.
Publisher Copyright:
© 2017 Association for Computational Linguistics.
PY - 2017
Y1 - 2017
N2 - In this paper we present our systems for the DiscoMT 2017 cross-lingual pronoun prediction shared task. For all four language pairs, we trained a standard attention-based neural machine translation system as well as three variants that incorporate information from the preceding source sentence. We show that our systems, which are not specifically designed for pronoun prediction and may be used to generate complete sentence translations, generally achieve competitive results on this task.
AB - In this paper we present our systems for the DiscoMT 2017 cross-lingual pronoun prediction shared task. For all four language pairs, we trained a standard attention-based neural machine translation system as well as three variants that incorporate information from the preceding source sentence. We show that our systems, which are not specifically designed for pronoun prediction and may be used to generate complete sentence translations, generally achieve competitive results on this task.
UR - http://www.scopus.com/inward/record.url?scp=85084324108&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85084324108&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85084324108
T3 - DiscoMT 2017 - Discourse in Machine Translation, Proceedings of the Workshop
SP - 54
EP - 57
BT - DiscoMT 2017 - Discourse in Machine Translation, Proceedings of the Workshop
PB - Association for Computational Linguistics (ACL)
T2 - 3rd Workshop on Discourse in Machine Translation, DiscoMT 2017, held in conjunction with EMNLP 2017
Y2 - 8 September 2017
ER -