Didier Schwab
Orcid: 0000-0002-2462-8148
According to our database1,
Didier Schwab
authored at least 112 papers
between 2002 and 2024.
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Bibliography
2024
J. Univers. Comput. Sci., 2024
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech.
Comput. Speech Lang., 2024
Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français.
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024
Approches cascade et de bout-en-bout pour la traduction automatique de la parole en pictogrammes.
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024
Un corpus multimodal alignant parole, transcription et séquences de pictogrammes dédié à la traduction automatique de la parole vers des pictogrammes.
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024
Proceedings of the Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, 2024
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024
POPCORN: Fictional and Synthetic Intelligence Reports for Named Entity Recognition and Relation Extraction Tasks.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024.
Proceedings of the Advances in Information Retrieval, 2024
Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 1), 2024
The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators.
Proceedings of the 25th Annual Conference of the European Association for Machine Translation (Volume 2), 2024
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
A Multimodal French Corpus of Aligned Speech, Text, and Pictogram Sequences for Speech-to-Pictogram Machine Translation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2024
2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition.
CoRR, 2023
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
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
Proceedings of the International Conference on Machine Learning, 2023
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
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
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
CoRR, 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.
CoRR, 2021
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 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the Fifth International Conference On Arabic Computational Linguistics, 2021
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
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
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
Proceedings of the Innovative Systems for Intelligent Health Informatics, 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
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
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
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
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
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
Proceedings of the COnférence en Recherche d'Informations et Applications, 2018
2017
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
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
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
Proceedings of the 10th Workshop on Building and Using Comparable Corpora, 2017
2016
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
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 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
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
Multimodal Search for Graphic Designers.
Proceedings of the IMAGAPP & IVAPP 2011, 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
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
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
Proceedings of the 19th International Conference on Computational Linguistics, 2002