Loïc Barrault

Orcid: 0000-0002-0634-6147

Affiliations:
  • University of Le Mans, France


According to our database1, Loïc Barrault authored at least 89 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2024
MEXMA: Token-level objectives improve sentence representations.
CoRR, 2024

Aligning Speech Segments Beyond Pure Semantics.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Towards lifelong human assisted speaker diarization.
Comput. Speech Lang., 2023

Seamless: Multilingual Expressive and Streaming Speech Translation.
CoRR, 2023

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation.
CoRR, 2023

We Need to Talk About Classification Evaluation Metrics in NLP.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

HalOmi: A Manually Annotated Benchmark for Multilingual Hallucination and Omission Detection in Machine Translation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Metaphor Detection with Effective Context Denoising.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

FrameBERT: Conceptual Metaphor Detection with Frame Embedding Learning.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
No Language Left Behind: Scaling Human-Centered Machine Translation.
CoRR, 2022

Speech Resources in the Tamasheq Language.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Controlling Formality in Low-Resource NMT with Domain Adaptation and Re-Ranking: SLT-CDT-UoS at IWSLT2022.
Proceedings of the 19th International Conference on Spoken Language Translation, 2022

ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks.
Proceedings of the 19th International Conference on Spoken Language Translation, 2022


Controlling Extra-Textual Attributes about Dialogue Participants: A Case Study of English-to-Polish Neural Machine Translation.
Proceedings of the 23rd Annual Conference of the European Association for Machine Translation, 2022

On the Importance of Effectively Adapting Pretrained Language Models for Active Learning.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021
Bayesian Active Learning with Pretrained Language Models.
CoRR, 2021

Active correction for speaker diarization with human in the loop.
Proceedings of the Fifth International Conference, 2021

Active Learning by Acquiring Contrastive Examples.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Addressing data sparsity for neural machine translation between morphologically rich languages.
Mach. Transl., 2020

Grounded Sequence to Sequence Transduction.
IEEE J. Sel. Top. Signal Process., 2020

Findings of the First Shared Task on Lifelong Learning Machine Translation.
Proceedings of the Fifth Conference on Machine Translation, 2020


Évaluation de systèmes apprenant tout au long de la vie (Evaluation of lifelong learning systems ).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Traduction automatique pour la normalisation du français du XVIIe siècle ().
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Evaluation of Lifelong Learning Systems.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Simultaneous Machine Translation with Visual Context.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical MT.
Proceedings of the 10th Conference of the Association for Machine Translation in the Americas: Research Papers, 2020

2019
LIUM's Contributions to the WMT2019 News Translation Task: Data and Systems for German-French Language Pairs.
Proceedings of the Fourth Conference on Machine Translation, 2019

Findings of the 2019 Conference on Machine Translation (WMT19).
Proceedings of the Fourth Conference on Machine Translation, 2019

Étude de l'apprentissage par transfert de systèmes de traduction automatique neuronaux (Study on transfer learning in neural machine translation ).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts, 2019

A Study on Multilingual Transfer Learning in Neural Machine Translation: Finding the Balance Between Languages.
Proceedings of the Statistical Language and Speech Processing, 2019

Probing the Need for Visual Context in Multimodal Machine Translation.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

The IWSLT 2019 Evaluation Campaign.
Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Multimodal Grounding for Sequence-to-sequence Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2019

Automatische Übersetzung als Bestandteil eines philologischen B.A.-Curriculums mit DH-Schwerpunk.
Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

2018
How2: A Large-scale Dataset for Multimodal Language Understanding.
CoRR, 2018

LIUM-CVC Submissions for WMT18 Multimodal Translation Task.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

Findings of the Third Shared Task on Multimodal Machine Translation.
Proceedings of the Third Conference on Machine Translation: Shared Task Papers, 2018

What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017
NMTPY: A Flexible Toolkit for Advanced Neural Machine Translation Systems.
Prague Bull. Math. Linguistics, 2017

Introduction to the special issue on deep learning approaches for machine translation.
Comput. Speech Lang., 2017

LIUM Machine Translation Systems for WMT17 News Translation Task.
Proceedings of the Second Conference on Machine Translation, 2017

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description.
Proceedings of the Second Conference on Machine Translation, 2017

LIUM-CVC Submissions for WMT17 Multimodal Translation Task.
Proceedings of the Second Conference on Machine Translation, 2017

Word Representations in Factored Neural Machine Translation.
Proceedings of the Second Conference on Machine Translation, 2017

Neural Machine Translation by Generating Multiple Linguistic Factors.
Proceedings of the Statistical Language and Speech Processing, 2017

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Very Deep Convolutional Networks for Text Classification.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016
Building and using multimodal comparable corpora for machine translation.
Nat. Lang. Eng., 2016

OCR Error Correction Using Statistical Machine Translation.
Int. J. Comput. Linguistics Appl., 2016

Factored Neural Machine Translation.
CoRR, 2016

Very Deep Convolutional Networks for Natural Language Processing.
CoRR, 2016

Multimodal Attention for Neural Machine Translation.
CoRR, 2016

SHEF-LIUM-NN: Sentence level Quality Estimation with Neural Network Features.
Proceedings of the First Conference on Machine Translation, 2016

Does Multimodality Help Human and Machine for Translation and Image Captioning?
Proceedings of the First Conference on Machine Translation, 2016

Factored Neural Machine Translation Architectures.
Proceedings of the 13th International Conference on Spoken Language Translation, 2016

2015
On Using Monolingual Corpora in Neural Machine Translation.
CoRR, 2015

Continuous Adaptation to User Feedback for Statistical Machine Translation.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

The LIUM ASR and SLT systems for IWSLT 2015.
Proceedings of the 12th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2015, 2015

Improving continuous space language models auxiliary features.
Proceedings of the 12th International Workshop on Spoken Language Translation: Papers, 2015

Incremental Adaptation Strategies for Neural Network Language Models.
Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015

2014
Translation project adaptation for MT-enhanced computer assisted translation.
Mach. Transl., 2014

LIUM English-to-French spoken language translation system and the Vecsys/LIUM automatic speech recognition system for Italian language for IWSLT 2014.
Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014

Using Hypothesis Selection Based Features for Confusion Network MT System Combination.
Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation, 2014


2013
Issues in incremental adaptation of statistical MT from human post-edits.
Proceedings of the 2nd Workshop on Post-editing Technology and Practice, 2013

Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012
LIUM's SMT Machine Translation Systems for WMT 2012.
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Traduction automatique à partir de corpus comparables: extraction de phrases parallèles à partir de données comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from mul- timodal comparable corpora) [in French].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Parallel Texts Extraction from Multimodal Comparable Corpora.
Proceedings of the Advances in Natural Language Processing, 2012

Semi-supervised transliteration mining from parallel and comparable corpora.
Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

2011
LIUM's SMT Machine Translation Systems for WMT 2011.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

MANY improvements for WMT'11.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Parametric Weighting of Parallel Data for Statistical Machine Translation.
Proceedings of the Fifth International Joint Conference on Natural Language Processing, 2011

2010
MANYOpen Source Machine Translation System Combination.
Prague Bull. Math. Linguistics, 2010

Translation Model Adaptation by Resampling.
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

MANY: Open Source MT System Combination at WMT'10.
Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

LIUM's statistical machine translation system for IWSLT 2010.
Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

2009
SMT and SPE Machine Translation Systems for WMT'09.
Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

LIUM's statistical machine translation system for IWSLT 2009.
Proceedings of the 6th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2009, 2009

LIUM's statistical machine translation systems for IWSLT 2009.
Proceedings of the 2009 International Workshop on Spoken Language Translation, 2009

2008
Diagnostic pour la combinaison de systèmes de reconnaissance automatique de la parole. (Diagnosis for the combination of automatic speech recognition systems).
PhD thesis, 2008

Frame-based acoustic feature integration for speech understanding.
Proceedings of the IEEE International Conference on Acoustics, 2008

2006
Characterizing Feature Variability in Automatic Speech Recognition Systems.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Dynamic selection of acoustic features in an Automatic Speech Recognition system.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Variability of automatic speech recognition systems using different features.
Proceedings of the 9th European Conference on Speech Communication and Technology, 2005


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