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yanis labrak

Yanis LABRAK - Doctorant
94%
Libre accès
16
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Affiliations actuelles
  • 195507
  • 100376
  • 1148517
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  • https://github.com/qanastek

Présentation

### Affiliations - [Avignon University (AU)](https://univ-avignon.fr/) - [Laboratoire Informatique d'Avignon (LIA)](https://lia.univ-avignon.fr/) - [Zenidoc](https://zenidoc.fr/) ### Supervisors - [Mickaël ROUVIER](http://www.mickael-rouvier.fr/voxceleb.html), director - LIA ([Avignon University](https://lia.univ-avignon.fr/)) - [Richard DUFOUR](https://cv.archives-ouvertes.fr/richard-dufour/authIdHal_s/glinares), co-director - LS2N ([Nantes University](https://www.ls2n.fr/)) ### Social Networks <a href="https://www.linkedin.com/in/yanis-labrak-8a7412145/"> <img align="left" alt="Yanis Labrak Linkedin" width="21px" src="https://raw.githubusercontent.com/qanastek/qanastek/master/linkedin.svg" /> </a> <a href="https://huggingface.co/qanastek"> <img align="left" alt="Yanis Labrak Hugging Face" width="21px" src="https://raw.githubusercontent.com/qanastek/qanastek/master/huggingface_logo-noborder.svg" /> </a> <a href="https://github.com/qanastek"> <img align="left" alt="Yanis Labrak Hugging Face" width="21px" src="https://github.githubassets.com/images/modules/logos_page/GitHub-Mark.png" /> </a> <br> <br> ### Teachings - Parallel Programming - Master 1 - Urbanization - Master 1 - Web and Database Architecture - License 2 ### Education - PhD in Computer Science at Avignon University (started in 2022) - Suject : Speech processing adapted to the medical field - Master in Computer Science at Avignon University ( Obtains in 2022 - 16.97/20 ) - Bachelor of Science in Computer Science at Avignon University (Obtains in 2020) ### Experiences - Research Scientist - Machine Learning in Healthcare at Avignon University (Since August 2020) - Technology Transfer Specialist - Machine Learning in Healthcare at Zenidoc (Since September 2020) - Mobile Developer - Flutter (Ios / Android) at Zenidoc (2 months CDD) - Full Stack Developer - Angular / Symfony at WAYA TECH (1 month Internship) ### Publications - FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain - LOUHI @ EMNLP 2022 - BLOOM: A 176B-Parameter Open-Access Multilingual Language Model - BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing - NeurIPS 2022 (Previously NIPS 2022) - ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus - TSD 2022 - Correction automatique d'examens écrits par approche neuronale profonde et attention croisée bidirectionnelle - TALN 2022 - Multi-label Document Classification for COVID-19 Literature using Keyword Based Enhancement and Few-Shot Learning - BioCreative VII ### Reviewer - Neural Information Processing Systems 2022 - NeurIPS 2022 (Previously NIPS 2022) - Journées d'Études sur la Parole – JEP2022
### Affiliations - [Avignon University (AU)](https://univ-avignon.fr/) - [Laboratoire Informatique d'Avignon (LIA)](https://lia.univ-avignon.fr/) - [Zenidoc](https://zenidoc.fr/) ### Supervisors - [Mickaël ROUVIER](http://www.mickael-rouvier.fr/voxceleb.html), director - LIA ([Avignon University](https://lia.univ-avignon.fr/)) - [Richard DUFOUR](https://cv.archives-ouvertes.fr/richard-dufour/authIdHal_s/glinares), co-director - LS2N ([Nantes University](https://www.ls2n.fr/)) ### Social Networks <a href="https://www.linkedin.com/in/yanis-labrak-8a7412145/"> <img align="left" alt="Yanis Labrak Linkedin" width="21px" src="https://raw.githubusercontent.com/qanastek/qanastek/master/linkedin.svg" /> </a> <a href="https://huggingface.co/qanastek"> <img align="left" alt="Yanis Labrak Hugging Face" width="21px" src="https://raw.githubusercontent.com/qanastek/qanastek/master/huggingface_logo-noborder.svg" /> </a> <a href="https://github.com/qanastek"> <img align="left" alt="Yanis Labrak Hugging Face" width="21px" src="https://github.githubassets.com/images/modules/logos_page/GitHub-Mark.png" /> </a> <br> <br> ### Teachings - Parallel Programming - Master 1 - Urbanization - Master 1 - Web and Database Architecture - License 2 ### Education - PhD in Computer Science at Avignon University (started in 2022) - Suject : Speech processing adapted to the medical field - Master in Computer Science at Avignon University ( Obtains in 2022 - 16.97/20 ) - Bachelor of Science in Computer Science at Avignon University (Obtains in 2020) ### Experiences - Research Scientist - Machine Learning in Healthcare at Avignon University (Since August 2020) - Technology Transfer Specialist - Machine Learning in Healthcare at Zenidoc (Since September 2020) - Mobile Developer - Flutter (Ios / Android) at Zenidoc (2 months CDD) - Full Stack Developer - Angular / Symfony at WAYA TECH (1 month Internship) ### Publications - FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain - LOUHI @ EMNLP 2022 - BLOOM: A 176B-Parameter Open-Access Multilingual Language Model - BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing - NeurIPS 2022 (Previously NIPS 2022) - ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus - TSD 2022 - Correction automatique d'examens écrits par approche neuronale profonde et attention croisée bidirectionnelle - TALN 2022 - Multi-label Document Classification for COVID-19 Literature using Keyword Based Enhancement and Few-Shot Learning - BioCreative VII ### Reviewer - Neural Information Processing Systems 2022 - NeurIPS 2022 (Previously NIPS 2022) - Journées d'Études sur la Parole – JEP2022

Domaines de recherche

Informatique [cs] Intelligence artificielle [cs.AI] Réseau de neurones [cs.NE] Son [cs.SD] Traitement du texte et du document

Compétences

Publications

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A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks

Yanis Labrak , Mickaël Rouvier , Richard Dufour
Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024), Nicoletta Calzolari; Min-Yen Kan, May 2024, Torino, Italy
Communication dans un congrès hal-04470883v1
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DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain

Yanis Labrak , Adrien Bazoge , Oumaima El Khettari , Mickaël Rouvier , Pacôme Constant Dit Beaufils
Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024), Nicoletta Calzolari; Min-Yen Kan, May 2024, Torino, Italy
Communication dans un congrès hal-04470938v1
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How Important Is Tokenization in French Medical Masked Language Models?

Yanis Labrak , Adrien Bazoge , Béatrice Daille , Mickaël Rouvier , Richard Dufour
Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024), Nicoletta Calzolari; Min-Yen Kan, May 2024, Torino, Italy
Communication dans un congrès hal-04472399v2

DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains

Yanis Labrak , Adrien Bazoge , Richard Dufour , Mickael Rouvier , Emmanuel Morin
61th Annual Meeting of the Association for Computational Linguistics (ACL'23), Jul 2023, Toronto, Canada
Communication dans un congrès hal-04056658v1
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Tâches et systèmes de détection automatique des réponses correctes dans des QCMs liés au domaine médical : Présentation de la campagne DEFT 2023

Yanis Labrak , Adrien Bazoge , Béatrice Daille , Richard Dufour , Emmanuel Morin
18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2023, Paris, France. pp.57-67
Communication dans un congrès hal-04131586v1
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MORFITT : Un corpus multi-labels d'articles scientifiques français dans le domaine biomédical

Yanis Labrak , Mickael Rouvier , Richard Dufour
18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2023, Paris, France. pp.66-70
Communication dans un congrès hal-04131591v1
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MORFITT : A multi-label corpus of French scientific articles in the biomedical domain

Yanis Labrak , Mickaël Rouvier , Richard Dufour
30e Conférence sur le Traitement Automatique des Langues Naturelles (TALN) Atelier sur l'Analyse et la Recherche de Textes Scientifiques, Florian Boudin, Jun 2023, Paris, France
Communication dans un congrès hal-04125879v1
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ANTILLES: An Open French Linguistically Enriched Part-of-Speech Corpus

Yanis Labrak , Richard Dufour
25th International Conference on Text, Speech and Dialogue (TSD), Sep 2022, Brno, Czech Republic
Communication dans un congrès hal-03696042v2
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FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain

Yanis Labrak , Adrien Bazoge , Richard Dufour , Béatrice Daille , Pierre-Antoine Gourraud
LOUHI 2022 @ Empirical Methods in Natural Language Processing (EMNLP) 2022, Dec 2022, Abou Dhabi, United Arab Emirates
Communication dans un congrès hal-03824241v2
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Correction automatique d'examens écrits par approche neuronale profonde et attention croisée bidirectionnelle

Yanis Labrak , Philippe Turcotte , Richard Dufour , Mickael Rouvier
Actes de la 29e Conférence sur le Traitement Automatique des Langues Naturelles. Atelier DÉfi Fouille de Textes (DEFT), Jun 2022, Avignon, France. pp.36-44
Communication dans un congrès hal-03705875v1

BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing

Jason Alan Fries , Leon Weber , Natasha Seelam , Gabriel Altay , Debajyoti Datta
Neural Information Processing Systems (NeurIPS), Nov 2022, New Orleans, United States. ⟨10.48550/arXiv.2206.15076⟩
Communication dans un congrès hal-03723519v1
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Correction automatique d'examens écrits par approche neuronale profonde et attention croisée bidirectionnelle

Yanis Labrak , Philippe Turcotte , Richard Dufour , Mickael Rouvier
DEFT - Traitement Automatique des Langues Naturelles, Jun 2022, Avignon, France
Communication dans un congrès hal-03694362v1
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Team LIA/LS2N at BioCreative VII LitCovid Track: Multi-label Document Classification for COVID-19 Literature using Keyword Based Enhancement and Few-Shot Learning

Yanis Labrak , Richard Dufour
BioCreative VII Challenge Evaluation Workshop, Nov 2021, Virtual Conference, United States
Communication dans un congrès hal-03426326v1
Image document

FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain

Yanis Labrak , Adrien Bazoge , Richard Dufour , Béatrice Daille , Pierre‐antoine Gourraud
Empirical Methods in Natural Language Processing 2022, Dec 2022, Abu Dhabi, United Arab Emirates. , 2022
Poster de conférence hal-03913329v1