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Richard Dufour
Richard Dufour
LS2N - TALN/NLP research group - Nantes University
Dirección de correo verificada de univ-nantes.fr - Página principal
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BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains
Y Labrak, A Bazoge, E Morin, PA Gourraud, M Rouvier, R Dufour
The 62nd Annual Meeting of the Association for Computational Linguistics (ACL), 2024
1662024
Feature selection using principal component analysis for massive retweet detection
M Morchid, R Dufour, PM Bousquet, G Linares, JM Torres-Moreno
Pattern Recognition Letters 49, 33-39, 2014
922014
DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains
Y Labrak, A Bazoge, R Dufour, M Rouvier, E Morin, B Daille, PA Gourraud
The 61st Annual Meeting of the Association for Computational Linguistics …, 2023
592023
Quaternion neural networks for spoken language understanding
T Parcollet, M Morchid, PM Bousquet, R Dufour, G Linarès, R De Mori
2016 IEEE Spoken Language Technology Workshop (SLT), 362-368, 2016
512016
Spontaneous speech characterization and detection in large audio database
R Dufour, V Jousse, Y Estève, F Béchet, G Linarès
SPECOM'09, 2009
482009
Improving Dialogue Classification using a Topic Space Representations and a Gaussian Classifier based on the Decision Rule
M Morchid, R Dufour, PM Bousquet, M Bouallegue, G Linares, R De Mori
ICASSP'14, 2014
452014
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
Q Chen, A Allot, R Leaman, R Islamaj, J Du, L Fang, K Wang, S Xu, ...
Database 2022, 2022
352022
LIA@RepLab 2013
JV Cossu, B Bigot, L Bonnefoy, M Morchid, X Bost, G Senay, R Dufour, ...
CLEF'13, 2013
342013
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain
Y Labrak, A Bazoge, R Dufour, B Daille, PA Gourraud, E Morin, M Rouvier
LOUHI 2022, 2022
322022
Impact of content features for automatic online abuse detection
E Papegnies, V Labatut, R Dufour, G Linares
Computational Linguistics and Intelligent Text Processing: 18th …, 2018
322018
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks
Y Labrak, M Rouvier, R Dufour
Fourteenth Language Resources and Evaluation Conference (LREC-COLING 2024), 2024
312024
Abusive Language Detection in Online Conversations by Combining Content-and Graph-based Features
N Cecillon, V Labatut, R Dufour, G Linarès
Frontiers in Big Data 2, 8, 2019
302019
Characterizing and detecting spontaneous speech: Application to speaker role recognition
R Dufour, Y Estève, P Deléglise
Speech communication 56, 1-18, 2014
302014
Graph-based features for automatic online abuse detection
E Papegnies, V Labatut, R Dufour, G Linares
Statistical Language and Speech Processing: 5th International Conference …, 2017
272017
Local and global models for spontaneous speech segment detection and characterization
R Dufour, Y Esteve, P Deléglise, F Béchet
2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 558-561, 2009
272009
Denoised Bottleneck Features From Deep Autoencoders for Telephone Conversation Analysis
K Janod, M Morchid, R Dufour, G Linares, R De Mori
IEEE/ACM Transactions on Audio, Speech, and Language Processing 25 (9), 1809 …, 2017
252017
A LDA-Based Topic Classification Approach from Highly Imperfect Automatic Transcriptions
M Morchid, R Dufour, G Linares
LREC'14, 2014
252014
Person name recognition in ASR outputs using Continuous Context Models
B Bigot, G Senay, G Linarès, C Fredouille, R Dufour
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International …, 2013
222013
Graph embeddings for abusive language detection
N Cécillon, V Labatut, R Dufour, G Linares
SN Computer Science 2, 1-15, 2021
202021
Parallel long short-term memory for multi-stream classification
M Bouaziz, M Morchid, R Dufour, G Linarès, R De Mori
2016 IEEE Spoken Language Technology Workshop (SLT), 218-223, 2016
202016
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