Alexandre Berard | DeepAI

DeepAI

Featured Co-authors

Olivier Pietquin
66 publications
Laurent Besacier
66 publications
James Henderson
36 publications
Aline Villavicencio
17 publications
Matthias Gallé
17 publications
François Yvon
17 publications
Vassilina Nikoulina
16 publications
Marc Dymetman
16 publications
Stéphane Clinchant
16 publications
Lucas Ondel
13 publications
Marcely Zanon Boito
13 publications

∙ 12/19/2022

Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model

Compared to conventional bilingual translation systems, massively multil...

Yeskendir Koishekenov, et al. ∙

∙ 10/20/2022

SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages

In recent years, multilingual machine translation models have achieved p...

Alireza Mohammadshahi, et al. ∙

∙ 05/22/2022

What Do Compressed Multilingual Machine Translation Models Forget?

Recently, very large pre-trained models achieve state-of-the-art results...

Alireza Mohammadshahi, et al. ∙

∙ 10/20/2021

Continual Learning in Multilingual NMT via Language-Specific Embeddings

This paper proposes a technique for adding a new source or target langua...

Alexandre Berard, et al. ∙

∙ 10/20/2021

Multilingual Unsupervised Neural Machine Translation with Denoising Adapters

We consider the problem of multilingual unsupervised machine translation...

Ahmet Üstün, et al. ∙

∙ 10/18/2021

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

Adapter layers are lightweight, learnable units inserted between transfo...

Asa Cooper Stickland, et al. ∙

∙ 09/14/2021

Efficient Inference for Multilingual Neural Machine Translation

Multilingual NMT has become an attractive solution for MT deployment in ...

Alexandre Berard, et al. ∙

∙ 08/06/2020

A Multilingual Neural Machine Translation Model for Biomedical Data

We release a multilingual neural machine translation model, which can be...

Alexandre Berard, et al. ∙

∙ 10/31/2019

Machine Translation of Restaurant Reviews: New Corpus for Domain Adaptation and Robustness

We share a French-English parallel corpus of Foursquare restaurant revie...

Alexandre Berard, et al. ∙

∙ 10/31/2019

Naver Labs Europe's Systems for the Document-Level Generation and Translation Task at WNGT 2019

Recently, neural models led to significant improvements in both machine ...

Fahimeh Saleh, et al. ∙

∙ 07/15/2019

Naver Labs Europe's Systems for the WMT19 Machine Translation Robustness Task

This paper describes the systems that we submitted to the WMT19 Machine ...

Alexandre Berard, et al. ∙

∙ 06/18/2018

Unsupervised Word Segmentation from Speech with Attention

We present a first attempt to perform attentional word segmentation dire...

Pierre Godard, et al. ∙

∙ 02/12/2018

End-to-End Automatic Speech Translation of Audiobooks

We investigate end-to-end speech-to-text translation on a corpus of audi...

Alexandre Berard, et al. ∙

∙ 09/17/2017

Unwritten Languages Demand Attention Too! Word Discovery with Encoder-Decoder Models

Word discovery is the task of extracting words from unsegmented text. In...

Marcely Zanon Boito, et al. ∙

∙ 07/17/2017

LIG-CRIStAL System for the WMT17 Automatic Post-Editing Task

This paper presents the LIG-CRIStAL submission to the shared Automatic P...

Alexandre Berard, et al. ∙

∙ 12/06/2016

Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation

This paper proposes a first attempt to build an end-to-end speech-to-tex...

Alexandre Berard, et al. ∙

∙ 10/05/2016

Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?

This paper presents an approach combining lexico-semantic resources and ...

Christophe Servan, et al. ∙