@inproceedings{susanto-etal-2019-sarahs,
title = "Sarah{'}s Participation in {WAT} 2019",
author = "Susanto, Raymond Hendy and
Htun, Ohnmar and
Tan, Liling",
editor = "Nakazawa, Toshiaki and
Ding, Chenchen and
Dabre, Raj and
Kunchukuttan, Anoop and
Doi, Nobushige and
Oda, Yusuke and
Bojar, Ond{\v{r}}ej and
Parida, Shantipriya and
Goto, Isao and
Mino, Hidaya",
booktitle = "Proceedings of the 6th Workshop on Asian Translation",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/D19-5219",
doi = "10.18653/v1/D19-5219",
pages = "152--158",
abstract = "This paper describes our MT systems{'} participation in the of WAT 2019. We participated in the (i) Patent, (ii) Timely Disclosure, (iii) Newswire and (iv) Mixed-domain tasks. Our main focus is to explore how similar Transformer models perform on various tasks. We observed that for tasks with smaller datasets, our best model setup are shallower models with lesser number of attention heads. We investigated practical issues in NMT that often appear in production settings, such as coping with multilinguality and simplifying pre- and post-processing pipeline in deployment.",
}
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%0 Conference Proceedings
%T Sarah’s Participation in WAT 2019
%A Susanto, Raymond Hendy
%A Htun, Ohnmar
%A Tan, Liling
%Y Nakazawa, Toshiaki
%Y Ding, Chenchen
%Y Dabre, Raj
%Y Kunchukuttan, Anoop
%Y Doi, Nobushige
%Y Oda, Yusuke
%Y Bojar, Ondřej
%Y Parida, Shantipriya
%Y Goto, Isao
%Y Mino, Hidaya
%S Proceedings of the 6th Workshop on Asian Translation
%D 2019
%8 November
%I Association for Computational Linguistics
%C Hong Kong, China
%F susanto-etal-2019-sarahs
%X This paper describes our MT systems’ participation in the of WAT 2019. We participated in the (i) Patent, (ii) Timely Disclosure, (iii) Newswire and (iv) Mixed-domain tasks. Our main focus is to explore how similar Transformer models perform on various tasks. We observed that for tasks with smaller datasets, our best model setup are shallower models with lesser number of attention heads. We investigated practical issues in NMT that often appear in production settings, such as coping with multilinguality and simplifying pre- and post-processing pipeline in deployment.
%R 10.18653/v1/D19-5219
%U https://aclanthology.org/D19-5219
%U https://doi.org/10.18653/v1/D19-5219
%P 152-158
Markdown (Informal)
[Sarah’s Participation in WAT 2019](https://aclanthology.org/D19-5219) (Susanto et al., WAT 2019)
ACL
- Raymond Hendy Susanto, Ohnmar Htun, and Liling Tan. 2019. Sarah’s Participation in WAT 2019. In Proceedings of the 6th Workshop on Asian Translation, pages 152–158, Hong Kong, China. Association for Computational Linguistics.