Didier Schwab

According to our database1, Didier Schwab authored at least 96 papers between 2002 and 2024.

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

Timeline

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Bibliography

2024

2023
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech.
CoRR, 2023

UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition.
CoRR, 2023

The MAKE-NMTVIZ System Description for the WMT23 Literary Task.
Proceedings of the Eighth Conference on Machine Translation, 2023

Augmentation des modèles de langage français par graphes de connaissances pour la reconnaissance des entités biomédicales.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 1 : travaux de recherche originaux, 2023

Analyse sémantique AMR pour le français par transfert translingue.
Proceedings of the Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 2 : travaux de recherche originaux, 2023

Simple, Simpler and Beyond: A Fine-Tuning BERT-Based Approach to Enhance Sentence Complexity Assessment for Text Simplification.
Proceedings of the 6th International Conference on Natural Language and Speech Processing (ICNLSP 2023), 2023

Pre-training for Speech Translation: CTC Meets Optimal Transport.
Proceedings of the International Conference on Machine Learning, 2023

Speaker Identification Enhancement Using Emotional Features.
Proceedings of the Computational Collective Intelligence - 15th International Conference, 2023

PROPICTO: Developing Speech-to-Pictograph Translation Systems to Enhance Communication Accessibility.
Proceedings of the 24th Annual Conference of the European Association for Machine Translation, 2023

UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition.
Proceedings of the 5th Clinical Natural Language Processing Workshop, 2023

2022
Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier.
Int. J. Intell. Inf. Technol., January, 2022

GPT-2 Contextual Data Augmentation for Word Sense Disambiguation.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

Performance of two French BERT models for French language on verbatim transcripts and online posts.
Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Predicting the Risk of & Time to Impairment for ALS patients.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Automatic Speech Recognition and Query By Example for Creole Languages Documentation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Effect Of Personalized Calibration On Gaze Estimation Using Deep-Learning.
CoRR, 2021

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
CoRR, 2021

Human beatbox sound recognition using an automatic speech recognition toolkit.
Biomed. Signal Process. Control., 2021

Identification de profil clinique du patient: Une approche de classification de séquences utilisant des modèles de langage français contextualisés (Identification of patient clinical profiles : A sequence classification approach using contextualised French language models ).
Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Atelier DÉfi Fouille de Textes, DEFT@TALN 2021, Lille, France, June 28, 2021

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark.
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks.
Proceedings of the 18th International Conference on Spoken Language Translation, 2021

<i>LeBenchmark</i>: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Deceptive Opinions Detection Using New Proposed Arabic Semantic Features.
Proceedings of the Fifth International Conference On Arabic Computational Linguistics, 2021

Lightweight Adapter Tuning for Multilingual Speech Translation.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads?
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Contributions au Traitement Automatique des Langues et à un domaine d'application, la Communication Alternative et Augmentée. (Contributions to Natural Language and Speech Processing and one of its application domain : Alternative and Augmentative Communication).
, 2021

2020
SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems.
Int. J. Reason. based Intell. Syst., 2020

FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Reconnaissance de parole beatboxée à l'aide d'un système HMM-GMM inspiré de la reconnaissance automatique de la parole (BEATBOX SOUNDS RECOGNITION USING A SPEECH-DEDICATED HMM-GMM BASED SYSTEM 1 Human beatboxing is a vocal art making use of speech organs to produce percussive sounds and imitate musical instruments).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Learning Term Discrimination.
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Providing Semantic Knowledge to a Set of Pictograms for People with Disabilities: a Set of Links between WordNet and Arasaac: Arasaac-WN.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

FlauBERT: Unsupervised Language Model Pre-training for French.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

WIKIR: A Python Toolkit for Building a Large-scale Wikipedia-based English Information Retrieval Dataset.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

LIG-Health at Adhoc and Spoken IR Consumer Health Search: expanding queries using UMLS and FastText.
Proceedings of the Working Notes of CLEF 2020, 2020

MLWIKIR: A Python Toolkit for Building Large-scale Wikipedia-based Information Retrieval Datasets in Chinese, English, French, Italian, Japanese, Spanish and More.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Knowledge Based Transformer Model for Information Retrieval.
Proceedings of the First Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2020), 2020

Evaluation of the acceptability and usability of Augmentative and Alternative Communication (ACC) tools: the example of Pictogram grid communication systems with voice output.
Proceedings of the ASSETS '20: The 22nd International ACM SIGACCESS Conference on Computers and Accessibility, 2020

2019
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation.
Proceedings of the 10th Global Wordnet Conference, 2019

ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model.
Proceedings of the Fourth Arabic Natural Language Processing Workshop, 2019

Compression de vocabulaire de sens grâce aux relations sémantiques pour la désambiguïsation lexicale (Sense Vocabulary Compression through Semantic Knowledge for Word Sense Disambiguation).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs, 2019

Apporter des connaissances sémantiques à un jeu de pictogrammes destiné à des personnes en situation de handicap : Un ensemble de liens entre Princeton WordNet et Arasaac, Arasaac-WN (Giving semantic knowledge to a set of pictograms for people with disabilities : a set of links between WordNet and Arasaac, Arasaac-WN ).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume IV : Démonstrations, 2019

The LIG system for the English-Czech Text Translation Task of IWSLT 2019.
Proceedings of the 16th International Conference on Spoken Language Translation, 2019

Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector.
Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships.
CoRR, 2018

Système de traduction automatique statistique Anglais-Arabe.
CoRR, 2018

Enhancing Translation Language Models with Word Embedding for Information Retrieval.
CoRR, 2018

Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale (LSTM Based Supervised Approach for Word Sense Disambiguation).
Proceedings of the Actes de la Conférence, 2018

Traduction automatique de corpus en anglais annotés en sens pour la désambiguïsation lexicale d'une langue moins bien dotée, l'exemple de l'arabe (Automatic Translation of English Sense Annotated Corpora for Word Sense Disambiguation of a Less Well-endowed Language, the Example of Arabic).
Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Un corpus en arabe annoté manuellement avec des sens WordNet (Arabic Manually Sense Annotated Corpus with WordNet Senses).
Proceedings of the Actes de la Conférence CORIA-TALN-RJC - Volume 2, 2018

UFSAC: Unification of Sense Annotated Corpora and Tools.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

The GazePlay Project: Open and Free Eye-Trackers Games and a Community for People with Multiple Disabilities.
Proceedings of the Computers Helping People with Special Needs, 2018

Combining Subword information and Language model for Information Retrieval.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2018

2017
Comparison of Global Algorithms in Word Sense Disambiguation.
CoRR, 2017

UsingWord Embedding for Cross-Language Plagiarism Detection.
CoRR, 2017

Semantic Similarity of Arabic Sentences with Word Embeddings.
Proceedings of the Third Arabic Natural Language Processing Workshop, 2017

Uniformisation de corpus anglais annotés en sens (Unification of sense annotated English corpora for word sense disambiguation).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017 - Volume 3, 2017

Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances (Sense Embeddings in Knowledge-Based Word Sense Disambiguation).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

Amélioration de la similarité sémantique vectorielle par méthodes non-supervisées (Improved the Semantic Similarity with Weighting Vectors).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Sense Embeddings in Knowledge-Based Word Sense Disambiguation.
Proceedings of the IWCS 2017 - 12th International Conference on Computational Semantics - Short papers, Montpellier, France, September 19, 2017

Word Embedding-Based Approaches for Measuring Semantic Similarity of Arabic-English Sentences.
Proceedings of the Arabic Language Processing: From Theory to Practice, 2017

Using Word Embedding for Cross-Language Plagiarism Detection.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Deep Investigation of Cross-Language Plagiarism Detection Methods.
Proceedings of the 10th Workshop on Building and Using Comparable Corpora, 2017

2016
WordNet and beyond: the case of lexical access.
Proceedings of the 8th Global WordNet Conference, 2016

Extension lexicale de définitions grâce à des corpus annotés en sens (Lexical Expansion of definitions based on sense-annotated corpus).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

Amélioration de la traduction automatique d'un corpus annoté (Improvement of the automatic translation of an annotated corpus).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Posters), 2016

A Multilingual, Multi-style and Multi-granularity Dataset for Cross-language Textual Similarity Detection.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

2015
Ant colony algorithm for Arabic word sense disambiguation through English lexical information.
Int. J. Metadata Semant. Ontologies, 2015

Création rapide et efficace d'un système de désambiguïsation lexicale pour une langue peu dotée.
Proceedings of the Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2015

Ant colony algorithm applied to automatic speech recognition graph decoding.
Proceedings of the INTERSPEECH 2015, 2015

2014
Word Sense Induction for Lexical Resource Enrichment (Induction de sens pour enrichir des ressources lexicales) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014

2013
Désambiguïsation lexicale de textes : efficacité qualitative et temporelle d'un algorithme à colonies de fourmis.
Trait. Autom. des Langues, 2013

Evaluation and Comparison of multilingual fusion strategies for similarity-based Word Sense Disambiguation.
Res. Comput. Sci., 2013

Worst-case complexity and empirical evaluation of artificial intelligence methods for unsupervised word sense disambiguation.
Int. J. Web Eng. Technol., 2013

GETALP System : Propagation of a Lesk Measure through an Ant Colony Algorithm.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

2012
Évaluation et consolidation d'un réseau lexical via un outil pour retrouver le mot sur le bout de la langue
CoRR, 2012

Ant Colony Algorithm for the Unsupervised Word Sense Disambiguation of Texts: Comparison and Evaluation.
Proceedings of the COLING 2012, 2012

2011
Désambiguïsation lexicale par propagation de mesures sémantiques locales par algorithmes à colonies de fourmis (Lexical disambiguation by propagation of local semantic measures using ant colony algorithms).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2011

Évaluation et consolidation d'un réseau lexical via un outil pour retrouver le mot sur le bout de la langue (Evaluation and consolidation of a lexical network via a tool to find the word on the tip of the tongue).
Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2011

A Global Ant Colony Algorithm for Word Sense Disambiguation Based on Semantic Relatedness.
Proceedings of the Highlights in Practical Applications of Agents and Multiagent Systems, 2011


2010
Deliberate word access: an intuition, a roadmap and some preliminary empirical results.
Int. J. Speech Technol., 2010

2008
Limits of Lexical Semantic Relatedness with Ontology-based Conceptual Vectors.
Proceedings of the Natural Language Processing and Cognitive Science, 2008

2007
Les vecteurs conceptuels, un outil complémentaire aux réseaux lexicaux.
Proceedings of the Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2007

Lexical Functions for Ants Based Semantic Analysis.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

2006
Approche évolutive des notions de base pour une représentation thématique des connaissances générales.
Proceedings of the Actes de la 13ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2006

2005
Approche hybride - lexicale et thématique - pour la modélisation, la détection et l'exploitation des fonctions lexicales en vue de l'analyse sémantique de texte. (Hybrid approach - lexical and thematic - for modeling, detection and exploitation of lexical functions for semantic text analysis).
PhD thesis, 2005

Extraction semi-supervisée de couples d'antonymes grâce à leur morphologie.
Proceedings of the Actes de la 12ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2005

Estimation automatique de la distribution des sens de termes.
Proceedings of the Actes du XXIIIème Congrès INFORSID, Grenoble, France, 24-27 mai, 2005, 2005

2003
Amélioration de liens entre acceptions par fonctions lexicales vectorielles symétriques.
Proceedings of the Actes de la 10ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2003

Société d'agents apprenants et sémantique lexicale : comment construire des vecteurs conceptuels à l'aide de la double boucle.
Proceedings of the Actes de la 10ème conférence sur le Traitement Automatique des Langues Naturelles. REncontres jeunes Chercheurs en Informatique pour le Traitement Automatique des Langues, 2003

2002
Vers l'apprentissage automatique, pour et par les vecteurs conceptuels, de fonctions lexicales. L'exemple de l'antonymie.
Proceedings of the Actes de la 9ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2002

Antonymy and Conceptual Vectors.
Proceedings of the 19th International Conference on Computational Linguistics, 2002


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