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What Do Compressed Multilingual Machine Translation Models Forget?


May 22, 2022
Alireza Mohammadshahi , Vassilina Nikoulina , Alexandre Berard , Caroline Brun , James Henderson , Laurent Besacier

* 20 pages, 12 Figures, 9 Tables 

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DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation


Apr 20, 2022
Cheonbok Park , Hantae Kim , Ioan Calapodescu , Hyunchang Cho , Vassilina Nikoulina

* to be published in ACL2021 

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Adapting BigScience Multilingual Model to Unseen Languages


Apr 11, 2022
Zheng-Xin Yong , Vassilina Nikoulina


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Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic


Jan 11, 2022
Simon Lupart , Benoit Favre , Vassilina Nikoulina , Salah Ait-Mokhtar

* to be published at the AAAI-22 Workshop on Scientific Document Understanding 

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Speeding Up Entmax


Nov 15, 2021
Maxat Tezekbayev , Vassilina Nikoulina , Matthias Gallé , Zhenisbek Assylbekov

* 8 pages, 6 figures 

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Multilingual Domain Adaptation for NMT: Decoupling Language and Domain Information with Adapters


Oct 18, 2021
Asa Cooper Stickland , Alexandre BĂ©rard , Vassilina Nikoulina

* Accepted at The Sixth Conference in Machine Translation (WMT21) 

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Efficient Inference for Multilingual Neural Machine Translation


Sep 14, 2021
Alexandre Berard , Dain Lee , Stéphane Clinchant , Kweonwoo Jung , Vassilina Nikoulina

* Accepted as a long paper to EMNLP 2021 

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On the Evaluation of Machine Translation for Terminology Consistency


Jun 24, 2021
Md Mahfuz ibn Alam , Antonios Anastasopoulos , Laurent Besacier , James Cross , Matthias Gallé , Philipp Koehn , Vassilina Nikoulina

* preprint 

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Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?


May 31, 2021
Zae Myung Kim , Laurent Besacier , Vassilina Nikoulina , Didier Schwab

* 10 pages, accepted at Findings of ACL 2021 (short) 

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