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2020 – today
- 2024
[j10]Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark 2.0: A standardized, replicable and enhanced framework for self-supervised representations of French speech. Comput. Speech Lang. 86: 101622 (2024)- [j9]Rakia Saidi
, Fethi Jarray, Didier Schwab:
A BERT-GRU Model for Measuring the Similarity of Arabic Text. J. Univers. Comput. Sci. 30(6): 779-790 (2024) - [c90]Bogdan Ionescu, Henning Müller, Ana-Maria Dragulinescu, Johannes Rückert, Asma Ben Abacha, Alba García Seco de Herrera, Louise Bloch, Raphael Brüngel, Ahmad Idrissi-Yaghir, Henning Schäfer, Cynthia Sabrina Schmidt, Tabea Margareta Grace Pakull, Hendrik Damm, Benjamin Bracke, Christoph M. Friedrich, Alexandra-Georgiana Andrei, Yuri Prokopchuk, Dzmitry Karpenka, Ahmedkhan Radzhabov, Vassili Kovalev, Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier, Wen-wai Yim, Yujuan Fu, Zhaoyi Sun, Meliha Yetisgen, Fei Xia, Steven Alexander Hicks, Michael A. Riegler, Vajira Thambawita, Andrea M. Storås, Pål Halvorsen, Maximilian Heinrich, Johannes Kiesel, Martin Potthast, Benno Stein:
Overview of the ImageCLEF 2024: Multimedia Retrieval in Medical Applications. CLEF (2) 2024: 140-164 - [c89]Cécile Macaire, Chloé Dion, Jordan Arrigo, Claire Lemaire, Emmanuelle Esperança-Rodier, Benjamin Lecouteux, Didier Schwab:
A Multimodal French Corpus of Aligned Speech, Text, and Pictogram Sequences for Speech-to-Pictogram Machine Translation. LREC/COLING 2024: 839-849 - [c88]Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Daniel Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esperança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab:
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains. LREC/COLING 2024: 9463-9476 - [c87]Nadège Alavoine, Maximin Coavoux, Emmanuelle Esperança-Rodier, Romane Gallienne, Carlos E. González-Gallardo, Jérôme Goulian, José G. Moreno, Aurélie Névéol, Didier Schwab, Vincent Segonne, Johanna Simoens:
Limitations of Human Identification of Automatically Generated Text. LREC/COLING 2024: 10511-10516 - [c86]Gabriela González Sáez, Fabien Lopez, Mariam Nakhlé, James Turner, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Caroline Rossi, Didier Schwab, Jun Yang:
The MAKE-NMTViz Project: Meaningful, Accurate and Knowledge-limited Explanations of NMT Systems for Translators. EAMT (2) 2024: 12-13 - [c85]Gabriela González Sáez, Mariam Nakhlé, James Turner, Fabien Lopez, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Raheel Qader, Caroline Rossi, Didier Schwab, Jun Yang:
Exploring NMT Explainability for Translators Using NMT Visualising Tools. EAMT (1) 2024: 396-410 - [c84]Bogdan Ionescu, Henning Müller, Ana-Maria Claudia Dragulinescu, Ahmad Idrissi-Yaghir, Ahmedkhan Radzhabov, Alba Garcia Seco de Herrera, Alexandra Andrei, Alexandru Stan, Andrea M. Storås, Asma Ben Abacha, Benjamin Lecouteux, Benno Stein, Cécile Macaire, Christoph M. Friedrich, Cynthia S. Schmidt, Didier Schwab, Emmanuelle Esperança-Rodier, George Ioannidis, Griffin Adams, Henning Schäfer, Hugo Manguinhas, Ioan Coman, Johanna Schöler, Johannes Kiesel, Johannes Rückert, Louise Bloch, Martin Potthast, Maximilian Heinrich, Meliha Yetisgen, Michael A. Riegler, Neal Snider, Pål Halvorsen, Raphael Brüngel, Steven Alexander Hicks, Vajira Thambawita, Vassili Kovalev, Yuri Prokopchuk, Wen-wai Yim:
Advancing Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications with ImageCLEF 2024. ECIR (6) 2024: 44-52 - [c83]Jeongwoo Kang, Maximin Coavoux, Cédric Lopez, Didier Schwab:
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing. EMNLP (Findings) 2024: 43-51 - [c82]Nathan Hagel, Nicolas Hili, Didier Schwab:
Turning Low-Code Development Platforms into True No-Code with LLMs. MoDELS (Companion) 2024: 876-885 - [c81]Vincent Segonne, Aidan Mannion, Laura Cristina Alonzo Canul, Alexandre Audibert, Xingyu Liu, Cécile Macaire, Adrien Pupier, Yongxin Zhou, Mathilde Aguiar, Felix E. Herron, Magali Norré, Massih-Reza Amini, Pierrette Bouillon, Iris Eshkol-Taravella, Emmanuelle Esparança-Rodier, Thomas François, Lorraine Goeuriot, Jérôme Goulian, Mathieu Lafourcade, Benjamin Lecouteux, François Portet, Fabien Ringeval, Vincent Vandeghinste, Maximin Coavoux, Marco Dinarelli, Didier Schwab:
Jargon : Une suite de modèles de langues et de référentiels d'évaluation pour les domaines spécialisés du français. TALN (2) 2024: 9-10 - [c80]Nadège Alavoine, Maximin Coavoux, Emmanuelle Esperança-Rodier, Romane Gallienne, Carlos-Emiliano González-Gallardo, Jérôme Goulian, José G. Moreno, Aurélie Névéol, Didier Schwab, Vincent Segonne, Johanna Simoens:
Sur les limites de l'identification par l'humain de textes générés automatiquement. TALN (2) 2024: 18-19 - [c79]Cécile Macaire, Chloé Dion, Jordan Arrigo, Claire Lemaire, Emmanuelle Esperança-Rodier, Benjamin Lecouteux, Didier Schwab:
Un corpus multimodal alignant parole, transcription et séquences de pictogrammes dédié à la traduction automatique de la parole vers des pictogrammes. TALN (2) 2024: 20-21 - [c78]Cécile Macaire, Chloé Dion, Didier Schwab, Benjamin Lecouteux, Emmanuelle Esperança-Rodier:
Approches cascade et de bout-en-bout pour la traduction automatique de la parole en pictogrammes. TALN (1) 2024: 22-35 - [c77]Jeongwoo Kang, Maximin Coavoux, Cédric Lopez, Didier Schwab:
Méta-apprentissage pour l'analyse AMR translingue. TALN (1) 2024: 144-156 - [e3]Lorraine Goeuriot, Philippe Mulhem, Georges Quénot, Didier Schwab, Giorgio Maria Di Nunzio, Laure Soulier, Petra Galuscáková, Alba García Seco de Herrera, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9-12, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14958, Springer 2024, ISBN 978-3-031-71735-2 [contents] - [e2]Lorraine Goeuriot, Philippe Mulhem, Georges Quénot, Didier Schwab, Giorgio Maria Di Nunzio, Laure Soulier, Petra Galuscáková, Alba García Seco de Herrera, Guglielmo Faggioli, Nicola Ferro:
Experimental IR Meets Multilinguality, Multimodality, and Interaction - 15th International Conference of the CLEF Association, CLEF 2024, Grenoble, France, September 9-12, 2024, Proceedings, Part II. Lecture Notes in Computer Science 14959, Springer 2024, ISBN 978-3-031-71907-3 [contents] - [i22]Jeongwoo Kang, Maximin Coavoux, Cédric Lopez, Didier Schwab:
Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing. CoRR abs/2410.03357 (2024) - 2023
- [c76]Aidan Mannion, Didier Schwab, Lorraine Goeuriot:
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition. ClinicalNLP@ACL 2023: 312-322 - [c75]Lucia Ormaechea Grijalba, Pierrette Bouillon, Maximin Coavoux, Emmanuelle Esperança-Rodier, Johanna Gerlach, Jérôme Goulian, Benjamin Lecouteux, Cécile Macaire, Jonathan Mutal, Magali Norré, Adrien Pupier, Didier Schwab:
PROPICTO: Developing Speech-to-Pictograph Translation Systems to Enhance Communication Accessibility. EAMT 2023: 515-516 - [c74]Jihed Jabnoun, Ahmed Zrigui, Anwer Slimi, Fabien Ringeval, Didier Schwab, Mounir Zrigui:
Speaker Identification Enhancement Using Emotional Features. ICCCI 2023: 526-539 - [c73]Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. ICML 2023: 18667-18685 - [c72]Lucia Ormaechea Grijalba, Nikos Tsourakis, Didier Schwab, Pierrette Bouillon, Benjamin Lecouteux:
Simple, Simpler and Beyond: A Fine-Tuning BERT-Based Approach to Enhance Sentence Complexity Assessment for Text Simplification. ICNLSP 2023: 120-133 - [c71]Jeongwoo Kang, Maximin Coavoux, Didier Schwab, Cédric Lopez:
Analyse sémantique AMR pour le français par transfert translingue. CORIA-TALN (2) 2023: 55-62 - [c70]Aidan Mannion, Didier Schwab, Lorraine Goeuriot, Thierry Chevalier:
Augmentation des modèles de langage français par graphes de connaissances pour la reconnaissance des entités biomédicales. CORIA-TALN (1) 2023: 177-189 - [c69]Fabien Lopez, Gabriela González Sáez, Damien Hansen, Mariam Nakhlé, Behnoosh Namdarzadeh, Nicolas Ballier, Marco Dinarelli, Emmanuelle Esperança-Rodier, Sui He, Sadaf Mohseni, Caroline Rossi, Didier Schwab, Jun Yang, Jean-Baptiste Yunès, Lichao Zhu:
The MAKE-NMTVIZ System Description for the WMT23 Literary Task. WMT 2023: 287-295 - [i21]Phuong-Hang Le, Hongyu Gong, Changhan Wang, Juan Pino, Benjamin Lecouteux, Didier Schwab:
Pre-training for Speech Translation: CTC Meets Optimal Transport. CoRR abs/2301.11716 (2023) - [i20]Aidan Mannion, Thierry Chevalier, Didier Schwab, Lorraine Goeuriot:
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition. CoRR abs/2307.11170 (2023) - [i19]Titouan Parcollet, Ha Nguyen, Solène Evain, Marcely Zanon Boito, Adrien Pupier, Salima Mdhaffar, Hang Le, Sina Alisamir, Natalia A. Tomashenko, Marco Dinarelli, Shucong Zhang, Alexandre Allauzen, Maximin Coavoux, Yannick Estève, Mickael Rouvier, Jérôme Goulian, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark 2.0: a Standardized, Replicable and Enhanced Framework for Self-supervised Representations of French Speech. CoRR abs/2309.05472 (2023) - 2022
- [j8]Nawel Zemmal, Nacer Eddine Benzebouchi, Nabiha Azizi, Didier Schwab, Samir Brahim Belhaouari:
Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier. Int. J. Intell. Inf. Technol. 18(1): 1-29 (2022) - [c68]Cécile Macaire, Didier Schwab, Benjamin Lecouteux, Emmanuel Schang:
Automatic Speech Recognition and Query By Example for Creole Languages Documentation. ACL (Findings) 2022: 2512-2520 - [c67]Aidan Mannion, Thierry Chevalier, Didier Schwab, Lorraine Goeuriot:
Predicting the Risk of & Time to Impairment for ALS patients. CLEF (Working Notes) 2022: 1236-1255 - [c66]Emmanuelle Kelodjoue, Jérôme Goulian, Didier Schwab:
Performance of two French BERT models for French language on verbatim transcripts and online posts. ICNLSP 2022: 88-94 - [c65]Rakia Saidi, Fethi Jarray, Jeongwoo Jay Kang, Didier Schwab:
GPT-2 Contextual Data Augmentation for Word Sense Disambiguation. PACLIC 2022: 455-462 - 2021
- [b2]Didier Schwab:
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). Grenoble Alpes University, France, 2021 - [j7]Solène Evain, Benjamin Lecouteux, Didier Schwab, Adrien Contesse, Antoine Pinchaud, Nathalie Henrich Bernardoni:
Human beatbox sound recognition using an automatic speech recognition toolkit. Biomed. Signal Process. Control. 67: 102468 (2021) - [c64]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Lightweight Adapter Tuning for Multilingual Speech Translation. ACL/IJCNLP (2) 2021: 817-824 - [c63]Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab:
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? ACL/IJCNLP (Findings) 2021: 2832-2841 - [c62]Amel Ziani, Nabiha Azizi, Didier Schwab, Djamel Zenakhra, Monther Aldwairi, Nassira Chekkai, Nawel Zemmal, Marwa Hadj Salah:
Deceptive Opinions Detection Using New Proposed Arabic Semantic Features. ACLING 2021: 29-36 - [c61]Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. Interspeech 2021: 1439-1443 - [c60]Hang Le, Florentin Barbier, Ha Nguyen, Natalia A. Tomashenko, Salima Mdhaffar, Souhir Gahbiche, Benjamin Lecouteux, Didier Schwab, Yannick Estève:
ON-TRAC' systems for the IWSLT 2021 low-resource speech translation and multilingual speech translation shared tasks. IWSLT 2021: 169-174 - [c59]Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark. NeurIPS Datasets and Benchmarks 2021 - [c58]Aidan Mannion, Thierry Chevalier, Didier Schwab, Lorraine Goeuriot:
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 ). TALN (DEFT) 2021: 54-62 - [i18]Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir, Ziyi Tong, Natalia A. Tomashenko, Marco Dinarelli, Titouan Parcollet, Alexandre Allauzen, Yannick Estève, Benjamin Lecouteux, François Portet, Solange Rossato, Fabien Ringeval, Didier Schwab, Laurent Besacier:
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech. CoRR abs/2104.11462 (2021) - [i17]Zae Myung Kim, Laurent Besacier, Vassilina Nikoulina, Didier Schwab:
Do Multilingual Neural Machine Translation Models Contain Language Pair Specific Attention Heads? CoRR abs/2105.14940 (2021) - [i16]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Lightweight Adapter Tuning for Multilingual Speech Translation. CoRR abs/2106.01463 (2021) - [i15]Nairit Bandyopadhyay, Sébastien Riou, Didier Schwab:
Effect Of Personalized Calibration On Gaze Estimation Using Deep-Learning. CoRR abs/2109.12801 (2021) - 2020
- [j6]Nassira Chekkai, Ilyes Chorfi, Souham Meshoul, Badreddine Chekkai, Didier Schwab, Mohamed Belaoued, Amel Ziani:
SCOL: similarity and credibility-based approach for opinion leaders detection in collaborative filtering-based recommender systems. Int. J. Reason. based Intell. Syst. 12(1): 34-50 (2020) - [c57]Lucie Chasseur, Marion Dohen, Benjamin Lecouteux, Sébastien Riou, Amélie Rochet-Capellan, Didier Schwab:
Evaluation of the acceptability and usability of Augmentative and Alternative Communication (ACC) tools: the example of Pictogram grid communication systems with voice output. ASSETS 2020: 68:1-68:3 - [c56]Jibril Frej, Didier Schwab, Jean-Pierre Chevallet:
Knowledge Based Transformer Model for Information Retrieval. CIRCLE 2020 - [c55]Jibril Frej, Didier Schwab, Jean-Pierre Chevallet:
MLWIKIR: A Python Toolkit for Building Large-scale Wikipedia-based Information Retrieval Datasets in Chinese, English, French, Italian, Japanese, Spanish and More. CIRCLE 2020 - [c54]Philippe Mulhem, Gabriela Nicole González Sáez, Aidan Mannion, Didier Schwab, Jibril Frej:
LIG-Health at Adhoc and Spoken IR Consumer Health Search: expanding queries using UMLS and FastText. CLEF (Working Notes) 2020 - [c53]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. COLING 2020: 3520-3533 - [c52]Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari:
Improved Multi-label Medical Text Classification Using Features Cooperation. IRICT 2020: 61-71 - [c51]Didier Schwab, Pauline Trial, Céline Vaschalde, Loïc Vial, Emmanuelle Esperança-Rodier, Benjamin Lecouteux:
Providing Semantic Knowledge to a Set of Pictograms for People with Disabilities: a Set of Links between WordNet and Arasaac: Arasaac-WN. LREC 2020: 166-171 - [c50]Jibril Frej, Didier Schwab, Jean-Pierre Chevallet:
WIKIR: A Python Toolkit for Building a Large-scale Wikipedia-based English Information Retrieval Dataset. LREC 2020: 1926-1933 - [c49]Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT: Unsupervised Language Model Pre-training for French. LREC 2020: 2479-2490 - [c48]Jibril Frej, Philippe Mulhem, Didier Schwab, Jean-Pierre Chevallet:
Learning Term Discrimination. SIGIR 2020: 1993-1996 - [c47]Solène Evain, Adrien Contesse, Antoine Pinchaud, Didier Schwab, Benjamin Lecouteux, Nathalie Henrich Bernardoni:
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). JEP-TALN-RECITAL (1) 2020: 208-216 - [c46]Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French). JEP-TALN-RECITAL (2) 2020: 268-278 - [i14]Jibril Frej, Philippe Mulhem, Didier Schwab, Jean-Pierre Chevallet:
Learning Term Discrimination. CoRR abs/2004.11759 (2020) - [i13]Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation. CoRR abs/2011.00747 (2020)
2010 – 2019
- 2019
- [c45]Nacer Eddine Benzebouchi, Nabiha Azizi, Nacer Eddine Hammami, Didier Schwab, Mohammed Chiheb Eddine Khelaifia, Monther Aldwairi:
Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector. SSD 2019: 371-376 - [c44]Loïc Vial, Benjamin Lecouteux, Didier Schwab, Hang Le, Laurent Besacier:
The LIG system for the English-Czech Text Translation Task of IWSLT 2019. IWSLT 2019 - [c43]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Compression de vocabulaire de sens grâce aux relations sémantiques pour la désambiguïsation lexicale (Sense Vocabulary Compression through Semantic Knowledge for Word Sense Disambiguation). PFIA (Articles longs) 2019: 55-70 - [c42]Didier Schwab, Pauline Trial, Céline Vaschalde, Loïc Vial, Benjamin Lecouteux:
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 ). PFIA (Demonstrations) 2019: 619-622 - [c41]Raki Lachraf, El Moatez Billah Nagoudi, Youcef Ayachi, Ahmed Abdelali, Didier Schwab:
ArbEngVec : Arabic-English Cross-Lingual Word Embedding Model. WANLP@ACL 2019 2019: 40-48 - [c40]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. GWC 2019: 108-117 - [i12]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation. CoRR abs/1905.05677 (2019) - [i11]Loïc Vial, Benjamin Lecouteux, Didier Schwab, Hang Le, Laurent Besacier:
The LIG system for the English-Czech Text Translation Task of IWSLT 2019. CoRR abs/1911.02898 (2019) - [i10]Jibril Frej, Didier Schwab, Jean-Pierre Chevallet:
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval Dataset. CoRR abs/1912.01901 (2019) - [i9]Hang Le, Loïc Vial, Jibril Frej, Vincent Segonne, Maximin Coavoux, Benjamin Lecouteux, Alexandre Allauzen, Benoît Crabbé, Laurent Besacier, Didier Schwab:
FlauBERT: Unsupervised Language Model Pre-training for French. CoRR abs/1912.05372 (2019) - 2018
- [c39]Jibril Frej, Philippe Mulhem, Didier Schwab, Jean-Pierre Chevallet:
Combining Subword information and Language model for Information Retrieval. CORIA 2018 - [c38]Didier Schwab, Amela Fejza, Loïc Vial, Yann Robert:
The GazePlay Project: Open and Free Eye-Trackers Games and a Community for People with Multiple Disabilities. ICCHP (1) 2018: 254-261 - [c37]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
UFSAC: Unification of Sense Annotated Corpora and Tools. LREC 2018 - [c36]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Approche supervisée à base de cellules LSTM bidirectionnelles pour la désambiguïsation lexicale (LSTM Based Supervised Approach for Word Sense Disambiguation). CORIA-TALN-RJC (TALN) 2018: 157-170 - [c35]Marwa Hadj Salah, Hervé Blanchon, Mounir Zrigui, Didier Schwab:
Un corpus en arabe annoté manuellement avec des sens WordNet (Arabic Manually Sense Annotated Corpus with WordNet Senses). CORIA-TALN-RJC (DeFT) 2018: 213-216 - [c34]Marwa Hadj Salah, Loïc Vial, Hervé Blanchon, Mounir Zrigui, Didier Schwab:
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). CORIA-TALN-RJC (TALN 2) 2018: 329-336 - [i8]Jibril Frej, Jean-Pierre Chevallet, Didier Schwab:
Enhancing Translation Language Models with Word Embedding for Information Retrieval. CoRR abs/1801.03844 (2018) - [i7]Marwa Hadj Salah, Didier Schwab, Hervé Blanchon, Mounir Zrigui:
Système de traduction automatique statistique Anglais-Arabe. CoRR abs/1802.02053 (2018) - [i6]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Improving the Coverage and the Generalization Ability of Neural Word Sense Disambiguation through Hypernymy and Hyponymy Relationships. CoRR abs/1811.00960 (2018) - 2017
- [c33]Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès:
Deep Investigation of Cross-Language Plagiarism Detection Methods. BUCC@ACL 2017: 6-15 - [c32]Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès:
Using Word Embedding for Cross-Language Plagiarism Detection. EACL (2) 2017: 415-421 - [c31]El Moatez Billah Nagoudi, Jérémy Ferrero, Didier Schwab, Hadda Cherroun:
Word Embedding-Based Approaches for Measuring Semantic Similarity of Arabic-English Sentences. ICALP 2017: 19-33 - [c30]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Sense Embeddings in Knowledge-Based Word Sense Disambiguation. IWCS(2) 2017 - [c29]Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès:
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity. SemEval@ACL 2017: 109-114 - [c28]El Moatez Billah Nagoudi, Jérémy Ferrero, Didier Schwab:
LIM-LIG at SemEval-2017 Task1: Enhancing the Semantic Similarity for Arabic Sentences with Vectors Weighting. SemEval@ACL 2017: 134-138 - [c27]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Uniformisation de corpus anglais annotés en sens (Unification of sense annotated English corpora for word sense disambiguation). TALN (3) 2017: 27-29 - [c26]El Moatez Billah Nagoudi, Jérémy Ferrero, Didier Schwab:
Amélioration de la similarité sémantique vectorielle par méthodes non-supervisées (Improved the Semantic Similarity with Weighting Vectors). TALN (2) 2017: 110-117 - [c25]Loïc Vial, Benjamin Lecouteux, Didier Schwab:
Représentation vectorielle de sens pour la désambiguïsation lexicale à base de connaissances (Sense Embeddings in Knowledge-Based Word Sense Disambiguation). TALN (2) 2017: 142-149 - [c24]El Moatez Billah Nagoudi, Didier Schwab:
Semantic Similarity of Arabic Sentences with Word Embeddings. WANLP@EACL 2017: 18-24 - [i5]Jérémy Ferrero, Frédéric Agnès, Laurent Besacier, Didier Schwab:
UsingWord Embedding for Cross-Language Plagiarism Detection. CoRR abs/1702.03082 (2017) - [i4]Jérémy Ferrero, Frédéric Agnès, Laurent Besacier, Didier Schwab:
CompiLIG at SemEval-2017 Task 1: Cross-Language Plagiarism Detection Methods for Semantic Textual Similarity. CoRR abs/1704.01346 (2017) - [i3]Loïc Vial, Andon Tchechmedjiev, Didier Schwab:
Comparison of Global Algorithms in Word Sense Disambiguation. CoRR abs/1704.02293 (2017) - [i2]Jérémy Ferrero, Laurent Besacier, Didier Schwab, Frédéric Agnès:
Deep Investigation of Cross-Language Plagiarism Detection Methods. CoRR abs/1705.08828 (2017) - 2016
- [c23]Jérémy Ferrero, Frédéric Agnès, Laurent Besacier, Didier Schwab:
A Multilingual, Multi-style and Multi-granularity Dataset for Cross-language Textual Similarity Detection. LREC 2016 - [c22]Loïc Vial, Andon Tchechmedjiev, Didier Schwab:
Extension lexicale de définitions grâce à des corpus annotés en sens (Lexical Expansion of definitions based on sense-annotated corpus). JEP-TALN-RECITAL (2) 2016: 167-179 - [c21]Marwa Hadj Salah, Hervé Blanchon, Mounir Zrigui, Didier Schwab:
Amélioration de la traduction automatique d'un corpus annoté (Improvement of the automatic translation of an annotated corpus). JEP-TALN-RECITAL (Posters) 2016: 318-324 - [c20]Michael Zock, Didier Schwab:
WordNet and beyond: the case of lexical access. GWC 2016: 441-449 - 2015
- [j5]Abdelaali Bakhouche, Yamina Tlili Guiyassa, Didier Schwab, Andon Tchechmedjiev:
Ant colony algorithm for Arabic word sense disambiguation through English lexical information. Int. J. Metadata Semant. Ontologies 10(3): 202-211 (2015) - [c19]Benjamin Lecouteux, Didier Schwab:
Ant colony algorithm applied to automatic speech recognition graph decoding. INTERSPEECH 2015: 2122-2126 - [c18]Mohammad Nasiruddin, Andon Tchechmedjiev, Hervé Blanchon, Didier Schwab:
Création rapide et efficace d'un système de désambiguïsation lexicale pour une langue peu dotée. TALN (long papers) 2015: 83-94 - 2014
- [c17]Mohammad Nasiruddin, Didier Schwab, Andon Tchechmedjiev, Gilles Sérasset, Hervé Blanchon:
Word Sense Induction for Lexical Resource Enrichment (Induction de sens pour enrichir des ressources lexicales) [in French]. TALN (2) 2014: 598-603 - 2013
- [j4]Didier Schwab, Jérôme Goulian, Andon Tchechmedjiev:
Worst-case complexity and empirical evaluation of artificial intelligence methods for unsupervised word sense disambiguation. Int. J. Web Eng. Technol. 8(2): 124-153 (2013) - [j3]Andon Tchechmedjiev, Jérôme Goulian, Didier Schwab:
Evaluation and Comparison of multilingual fusion strategies for similarity-based Word Sense Disambiguation. Res. Comput. Sci. 70: 69-80 (2013) - [j2]Didier Schwab, Jérôme Goulian, Andon Tchechmedjiev:
Désambiguïsation lexicale de textes : efficacité qualitative et temporelle d'un algorithme à colonies de fourmis. Trait. Autom. des Langues 54(1): 99-138 (2013) - [c16]Didier Schwab, Andon Tchechmedjiev, Jérôme Goulian, Mohammad Nasiruddin, Gilles Sérasset, Hervé Blanchon:
GETALP System : Propagation of a Lesk Measure through an Ant Colony Algorithm. SemEval@NAACL-HLT 2013: 232-240 - 2012
- [c15]Didier Schwab, Jérôme Goulian, Andon Tchechmedjiev, Hervé Blanchon:
Ant Colony Algorithm for the Unsupervised Word Sense Disambiguation of Texts: Comparison and Evaluation. COLING 2012: 2389-2404 - [e1]Jorge Mauricio Molina Mejia, Didier Schwab, Gilles Sérasset:
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, volume 3: RECITAL, Grenoble, France, June 4-8, 2012. ATALA/AFCP 2012 [contents] - [i1]Alain Joubert, Mathieu Lafourcade, Didier Schwab, Michael Zock:
Évaluation et consolidation d'un réseau lexical via un outil pour retrouver le mot sur le bout de la langue. CoRR abs/1201.4279 (2012) - 2011
- [c14]Sandra Skaff, David Rouquet, Emmanuel Dellandréa, Achille Falaise, Valérie Bellynck, Hervé Blanchon, Christian Boitet, Didier Schwab, Liming Chen, Alexandre Saidi, Gabriela Csurka, Luca Marchesotti:
Multimodal Search for Graphic Designers. IMAGAPP/IVAPP 2011: 164-176 - [c13]Didier Schwab, Nathan Guillaume:
A Global Ant Colony Algorithm for Word Sense Disambiguation Based on Semantic Relatedness. PAAMS (Special Sessions) 2011: 257-264 - [c12]Didier Schwab, Jérôme Goulian, Nathan Guillaume:
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). TALN (Articles longs) 2011: 117-128 - [c11]Alain Joubert, Mathieu Lafourcade, Didier Schwab, Michael Zock:
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). TALN (Articles longs) 2011: 222-233 - 2010
- [j1]Michael Zock, Olivier Ferret, Didier Schwab:
Deliberate word access: an intuition, a roadmap and some preliminary empirical results. Int. J. Speech Technol. 13(4): 201-218 (2010)
2000 – 2009
- 2008
- [c10]Lian Tze Lim, Didier Schwab:
Limits of Lexical Semantic Relatedness with Ontology-based Conceptual Vectors. NLPCS 2008: 153-158 - 2007
- [c9]Didier Schwab, Mathieu Lafourcade:
Lexical Functions for Ants Based Semantic Analysis. IC-AI 2007: 334-340 - [c8]Didier Schwab, Lian Tze Lim, Mathieu Lafourcade:
Les vecteurs conceptuels, un outil complémentaire aux réseaux lexicaux. TALN (Articles longs) 2007: 275-284 - 2006
- [c7]Alain Joubert, Mathieu Lafourcade, Didier Schwab:
Approche évolutive des notions de base pour une représentation thématique des connaissances générales. TALN (Posters) 2006: 512-521 - 2005
- [b1]Didier Schwab:
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). Montpellier 2 University, France, 2005 - [c6]Mathieu Lafourcade, Didier Schwab:
Estimation automatique de la distribution des sens de termes. INFORSID 2005: 571-584 - [c5]Didier Schwab, Mathieu Lafourcade, Violaine Prince:
Extraction semi-supervisée de couples d'antonymes grâce à leur morphologie. TALN (Articles longs) 2005: 71-80 - 2003
- [c4]Didier Schwab, Mathieu Lafourcade, Violaine Prince:
Amélioration de liens entre acceptions par fonctions lexicales vectorielles symétriques. TALN (Articles longs) 2003: 235-244 - [c3]Didier Schwab:
Société d'agents apprenants et sémantique lexicale : comment construire des vecteurs conceptuels à l'aide de la double boucle. RECITAL 2003: 489-498 - 2002
- [c2]Didier Schwab, Mathieu Lafourcade, Violaine Prince:
Antonymy and Conceptual Vectors. COLING 2002 - [c1]Didier Schwab, Mathieu Lafourcade, Violaine Prince:
Vers l'apprentissage automatique, pour et par les vecteurs conceptuels, de fonctions lexicales. L'exemple de l'antonymie. TALN (Articles longs) 2002: 126-135
Coauthor Index
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