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Featured Co-authors

Laurent Besacier
68 publications
Jiatao Gu
61 publications
Juan Pino
44 publications
Changhan Wang
38 publications
Hongyu Gong
36 publications
Titouan Parcollet
34 publications
Yannick Estève
31 publications
Natalia Tomashenko
26 publications
François Portet
23 publications
Vassilina Nikoulina
17 publications
Marco Dinarelli
16 publications

∙ 09/11/2023

LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech

Self-supervised learning (SSL) is at the origin of unprecedented improve...

0 Titouan Parcollet, et al. ∙

∙ 07/20/2023

UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition

Pre-trained transformer language models (LMs) have in recent years becom...

0 Aidan Mannion, et al. ∙

∙ 01/27/2023

Pre-training for Speech Translation: CTC Meets Optimal Transport

The gap between speech and text modalities is a major challenge in speec...

0 Phuong-Hang Le, et al. ∙

∙ 09/27/2021

Effect Of Personalized Calibration On Gaze Estimation Using Deep-Learning

With the increase in computation power and the development of new state-...

2 Nairit Bandyopadhyay, et al. ∙

∙ 06/02/2021

Lightweight Adapter Tuning for Multilingual Speech Translation

Adapter modules were recently introduced as an efficient alternative to ...

0 Hang Le, et al. ∙

∙ 05/31/2021

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

Recent studies on the analysis of the multilingual representations focus...

0 Zae Myung Kim, et al. ∙

∙ 04/23/2021

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech

Self-Supervised Learning (SSL) using huge unlabeled data has been succes...

0 Solene Evain, et al. ∙

∙ 11/02/2020

Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation

We introduce dual-decoder Transformer, a new model architecture that joi...

0 Hang Le, et al. ∙

∙ 04/24/2020

Learning Term Discrimination

Document indexing is a key component for efficient information retrieval...

0 Jibril Frej, et al. ∙

∙ 12/11/2019

FlauBERT: Unsupervised Language Model Pre-training for French

Language models have become a key step to achieve state-of-the-art resul...

0 Hang Le, et al. ∙

∙ 11/07/2019

The LIG system for the English-Czech Text Translation Task of IWSLT 2019

In this paper, we present our submission for the English to Czech Text T...

0 Loïc Vial, et al. ∙

∙ 05/14/2019

Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation

In this article, we tackle the issue of the limited quantity of manually...

0 Loïc Vial, et al. ∙

∙ 11/02/2018

Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships

In Word Sense Disambiguation (WSD), the predominant approach generally i...

0 Loïc Vial, et al. ∙

∙ 02/06/2018

Système de traduction automatique statistique Anglais-Arabe

Machine translation (MT) is the process of translating text written in a...

0 Marwa Hadj Salah, et al. ∙

∙ 01/11/2018

Enhancing Translation Language Models with Word Embedding for Information Retrieval

In this paper, we explore the usage of Word Embedding semantic resources...

0 Jibril Frej, et al. ∙

∙ 05/24/2017

Deep Investigation of Cross-Language Plagiarism Detection Methods

This paper is a deep investigation of cross-language plagiarism detectio...

0 Jeremy Ferrero, et al. ∙

∙ 04/07/2017

Comparison of Global Algorithms in Word Sense Disambiguation

This article compares four probabilistic algorithms (global algorithms) ...

0 Loïc Vial, et al. ∙

∙ 04/05/2017

CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity

We present our submitted systems for Semantic Textual Similarity (STS) T...

0 Jeremy Ferrero, et al. ∙

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