Benoit Favre

Full Professor, LIS, Université d'Aix-Marseille

Joined

December 2019

Names

Benoit Favre (Preferred)

Emails

****@lis-lab.fr (Confirmed)

Personal Links

Career & Education History

Full Professor

LIS, Université d'Aix-Marseille (univ-amu.fr)

2020 – Present

Associate Professor

LIS, Université d'Aix-Marseille (univ-amu.fr)

2010 – 2020

Advisors, Relations & Conflicts

Coworker

Thierry Artieres

2013 – Present

Coworker

Frederic Bechet

2010 – Present

Expertise

Medical & health applications

2020 – Present

Vision-Language joint models

2020 – Present

Digital Humanities

2018 – Present

Multimodal fusion

2015 – Present

Error detection

2005 – Present

Natural Language Processing

2003 – Present

Automatic summarization

2003 – Present

Spoken Language Understanding

2003 – Present

Publications

MedMeta: A Benchmark for LLMs in Synthesizing Meta-Analysis Conclusion from Medical Studies
Huy Hoang Ha, Benoit Favre, François Portet
- Submitted to ICLR 2026
- Readers: Everyone
OLISIA: a Cascade System for Spoken Dialogue State Tracking
Leo Jacqmin, Benoit Favre, Lina Maria Rojas-Barahona, Valentin Vielzeuf
- OpenReview Archive Direct Upload
- Readers: Everyone
Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training
Salah Aït-Mokhtar, Amir Soleimani, Benoit Favre, Vassilina Nikoulina
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
Zero-Shot and Few-Shot Classification of Biomedical Articles in Context of the COVID-19 Pandemic
Salah Aït-Mokhtar, Benoit Favre, Vassilina Nikoulina, Simon Lupart
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
“Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking.
Leo Jacqmin, Lina Maria Rojas-Barahona, Benoit Favre
- 11 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Using ASR-Generated Text for Spoken Language Modeling
Nicolas Hervé, Valentin Pelloin, Benoit Favre, Franck Dary, Antoine LAURENT, Sylvain Meignier, laurent besacier
- Published: 09 Apr 2022, Last Modified: 05 May 2023
- BigScience#5
- Readers: Everyone
Engaging the Abilities of Participants with Intellectual Disabilityin IIR Research
Laurianne Sitbon, Benoît Favre, Margot Brereton, Stewart Koplick, Lauren Fell
- 2020 (modified: 08 Nov 2022)
- CHIIR 2020
- Readers: Everyone
A Framework for Information Accessibility in Large Video Repositories
Laurianne Sitbon, Benoît Favre, Jinglan Zhang, Andrew A. Bayor, Stewart Koplick, Filip Bircanin, Margot Brereton
- 2020 (modified: 08 Nov 2022)
- CHIIR 2020
- Readers: Everyone
Designing an IIR Research Apparatus with Users with Severe Intellectual Disability
Filip Bircanin, Laurianne Sitbon, Benoît Favre, Margot Brereton
- 2020 (modified: 08 Nov 2022)
- CHIIR 2020
- Readers: Everyone
Contextual language understanding Thoughts on Machine Learning in Natural Language Processing
Benoît Favre
- 2019 (modified: 08 Nov 2022)
- undefined 2019
- Readers: Everyone

View all 100 publications

Co-Authors

View all 172 co-authors