LIMSI@WMT'17

Franck Burlot; Pooyan Safari; Matthieu Labeau; Alexandre Allauzen; François Yvon

LIMSI@WMT'17

Franck Burlot, Pooyan Safari, Matthieu Labeau, Alexandre Allauzen, François Yvon

INRIA Saclay, Laboratoire de Recherche en Informatique (LRI), Université Paris Sud

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper describes LIMSI's submissions to the news shared task at WMT'17 for English into Czech and Latvian, as well as related experiments. This year's novelties consist in the use of a neural machine translation system with a factored output predicting simultaneously a lemma decorated with morphological information and a fine-grained part-of-speech. Such a type of system drew our attention to the specific step of reinflection, where lemmas and parts-of-speech are transformed into fully inflected words. Finally, we ran experiments showing an efficient strategy for parameter initialization, as well as data filtering procedures.

Original language	English
Title of host publication	WMT 2017 - 2nd Conference on Machine Translation, Proceedings
Editors	Ondeej Bojar, Christian Buck, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Matthias Huck, Antonio Jimeno Yepes, Philipp Koehn, Philipp Koehn, Julia Kreutzer
Publisher	Association for Computational Linguistics (ACL)
Pages	257-264
Number of pages	8
ISBN (Electronic)	9781945626968
Publication status	Published - 1 Jan 2017
Externally published	Yes
Event	2nd Conference on Machine Translation, WMT 2017 - Copenhagen, Denmark Duration: 7 Sept 2017 → 8 Sept 2017

Publication series

Name	WMT 2017 - 2nd Conference on Machine Translation, Proceedings

Conference

Conference	2nd Conference on Machine Translation, WMT 2017
Country/Territory	Denmark
City	Copenhagen
Period	7/09/17 → 8/09/17

Cite this

Burlot, F., Safari, P., Labeau, M., Allauzen, A., & Yvon, F. (2017). LIMSI@WMT'17. In O. Bojar, C. Buck, R. Chatterjee, C. Federmann, Y. Graham, B. Haddow, M. Huck, A. J. Yepes, P. Koehn, P. Koehn, & J. Kreutzer (Eds.), WMT 2017 - 2nd Conference on Machine Translation, Proceedings (pp. 257-264). (WMT 2017 - 2nd Conference on Machine Translation, Proceedings). Association for Computational Linguistics (ACL).

Burlot, Franck ; Safari, Pooyan ; Labeau, Matthieu et al. / LIMSI@WMT'17. WMT 2017 - 2nd Conference on Machine Translation, Proceedings. editor / Ondeej Bojar ; Christian Buck ; Rajen Chatterjee ; Christian Federmann ; Yvette Graham ; Barry Haddow ; Matthias Huck ; Antonio Jimeno Yepes ; Philipp Koehn ; Philipp Koehn ; Julia Kreutzer. Association for Computational Linguistics (ACL), 2017. pp. 257-264 (WMT 2017 - 2nd Conference on Machine Translation, Proceedings).

@inproceedings{cff0d33b62904a949480a99f654a0d51,

title = "LIMSI@WMT'17",

abstract = "This paper describes LIMSI's submissions to the news shared task at WMT'17 for English into Czech and Latvian, as well as related experiments. This year's novelties consist in the use of a neural machine translation system with a factored output predicting simultaneously a lemma decorated with morphological information and a fine-grained part-of-speech. Such a type of system drew our attention to the specific step of reinflection, where lemmas and parts-of-speech are transformed into fully inflected words. Finally, we ran experiments showing an efficient strategy for parameter initialization, as well as data filtering procedures.",

author = "Franck Burlot and Pooyan Safari and Matthieu Labeau and Alexandre Allauzen and Fran{\c c}ois Yvon",

note = "Publisher Copyright: {\textcopyright} 2017 Association for Computational Linguistics; 2nd Conference on Machine Translation, WMT 2017 ; Conference date: 07-09-2017 Through 08-09-2017",

year = "2017",

month = jan,

day = "1",

language = "English",

series = "WMT 2017 - 2nd Conference on Machine Translation, Proceedings",

publisher = "Association for Computational Linguistics (ACL)",

pages = "257--264",

editor = "Ondeej Bojar and Christian Buck and Rajen Chatterjee and Christian Federmann and Yvette Graham and Barry Haddow and Matthias Huck and Yepes, \{Antonio Jimeno\} and Philipp Koehn and Philipp Koehn and Julia Kreutzer",

booktitle = "WMT 2017 - 2nd Conference on Machine Translation, Proceedings",

}

Burlot, F, Safari, P, Labeau, M, Allauzen, A & Yvon, F 2017, LIMSI@WMT'17. in O Bojar, C Buck, R Chatterjee, C Federmann, Y Graham, B Haddow, M Huck, AJ Yepes, P Koehn, P Koehn & J Kreutzer (eds), WMT 2017 - 2nd Conference on Machine Translation, Proceedings. WMT 2017 - 2nd Conference on Machine Translation, Proceedings, Association for Computational Linguistics (ACL), pp. 257-264, 2nd Conference on Machine Translation, WMT 2017, Copenhagen, Denmark, 7/09/17.

LIMSI@WMT'17. / Burlot, Franck; Safari, Pooyan; Labeau, Matthieu et al.
WMT 2017 - 2nd Conference on Machine Translation, Proceedings. ed. / Ondeej Bojar; Christian Buck; Rajen Chatterjee; Christian Federmann; Yvette Graham; Barry Haddow; Matthias Huck; Antonio Jimeno Yepes; Philipp Koehn; Philipp Koehn; Julia Kreutzer. Association for Computational Linguistics (ACL), 2017. p. 257-264 (WMT 2017 - 2nd Conference on Machine Translation, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - LIMSI@WMT'17

AU - Burlot, Franck

AU - Safari, Pooyan

AU - Labeau, Matthieu

AU - Allauzen, Alexandre

AU - Yvon, François

PY - 2017/1/1

Y1 - 2017/1/1

N2 - This paper describes LIMSI's submissions to the news shared task at WMT'17 for English into Czech and Latvian, as well as related experiments. This year's novelties consist in the use of a neural machine translation system with a factored output predicting simultaneously a lemma decorated with morphological information and a fine-grained part-of-speech. Such a type of system drew our attention to the specific step of reinflection, where lemmas and parts-of-speech are transformed into fully inflected words. Finally, we ran experiments showing an efficient strategy for parameter initialization, as well as data filtering procedures.

AB - This paper describes LIMSI's submissions to the news shared task at WMT'17 for English into Czech and Latvian, as well as related experiments. This year's novelties consist in the use of a neural machine translation system with a factored output predicting simultaneously a lemma decorated with morphological information and a fine-grained part-of-speech. Such a type of system drew our attention to the specific step of reinflection, where lemmas and parts-of-speech are transformed into fully inflected words. Finally, we ran experiments showing an efficient strategy for parameter initialization, as well as data filtering procedures.

M3 - Conference contribution

AN - SCOPUS:85119359786

T3 - WMT 2017 - 2nd Conference on Machine Translation, Proceedings

SP - 257

EP - 264

BT - WMT 2017 - 2nd Conference on Machine Translation, Proceedings

A2 - Bojar, Ondeej

A2 - Buck, Christian

A2 - Chatterjee, Rajen

A2 - Federmann, Christian

A2 - Graham, Yvette

A2 - Haddow, Barry

A2 - Huck, Matthias

A2 - Yepes, Antonio Jimeno

A2 - Koehn, Philipp

A2 - Kreutzer, Julia

PB - Association for Computational Linguistics (ACL)

T2 - 2nd Conference on Machine Translation, WMT 2017

Y2 - 7 September 2017 through 8 September 2017

ER -

Burlot F, Safari P, Labeau M, Allauzen A, Yvon F. LIMSI@WMT'17. In Bojar O, Buck C, Chatterjee R, Federmann C, Graham Y, Haddow B, Huck M, Yepes AJ, Koehn P, Koehn P, Kreutzer J, editors, WMT 2017 - 2nd Conference on Machine Translation, Proceedings. Association for Computational Linguistics (ACL). 2017. p. 257-264. (WMT 2017 - 2nd Conference on Machine Translation, Proceedings).

LIMSI@WMT'17

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