Marie-Jeanne Lesot

Full Professor, LIP6, Sorbonne Université

Joined

January 2023

Names

Marie-Jeanne Lesot (Preferred)

Emails

****@lip6.fr (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

LIP6, Sorbonne Université (lip6.fr)

2023 – Present

Assistant Professor

LIP6, Sorbonne Université (lip6.fr)

2006 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

XAI

counterfactual examples

explanation

2018 – Present

approximate reasoning

fuzzy logic

2005 – Present

Publications

Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations
Milan Bhan, Jean-Noël Vittaut, Nicolas CHESNEAU, Marie-Jeanne Lesot
- EMNLP 2024
- Readers: Everyone
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models
Milan Bhan, Yann CHOHO, Pierre Moreau, Jean-Noël Vittaut, Nicolas CHESNEAU, Marie-Jeanne Lesot
- EMNLP 2025
- Readers: Everyone
Did You Faithfully Say What You Thought? Bridging the Gap Between LLMs Neural Activity and Self-Explanations
Milan Bhan, Nicolas CHESNEAU, Jean-Noël Vittaut, Sarath Chandar, Marie-Jeanne Lesot
- Submitted to ICLR 2026
- Readers: Everyone
Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer
Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala
- 2022 (modified: 31 Jan 2023)
- ICCBR 2022
- Readers: Everyone
Integrating Prior Knowledge in Post-hoc Explanations
Adulam Jeyasothy, Thibault Laugel, Marie-Jeanne Lesot, Christophe Marsala, Marcin Detyniecki
- 2022 (modified: 31 Jan 2023)
- IPMU (2) 2022
- Readers: Everyone
Towards a Formulation of Fuzzy Contrastive Explanations
Isabelle Bloch, Marie-Jeanne Lesot
- 2022 (modified: 31 Jan 2023)
- FUZZ-IEEE 2022
- Readers: Everyone
Contextualization and Exploration of Local Feature Importance Explanations to Improve Understanding and Satisfaction of Non-Expert Users
Clara Bove, Jonathan Aigrain, Marie-Jeanne Lesot, Charles Tijus, Marcin Detyniecki
- 2022 (modified: 31 Jan 2023)
- IUI 2022
- Readers: Everyone
T-norms in Many-Valued Logics: a Representation Theorem in the ABOP Framework
Marie-Jeanne Lesot, Adrien Revault d'Allonnes
- 2022 (modified: 31 Jan 2023)
- FUZZ-IEEE 2022
- Readers: Everyone
PANDA: Human-in-the-Loop Anomaly Detection and Explanation
Grégory Smits, Marie-Jeanne Lesot, Véronne Yepmo Tchaghe, Olivier Pivert
- 2022 (modified: 31 Jan 2023)
- IPMU (2) 2022
- Readers: Everyone
Massive Data Exploration using Estimated Cardinalities
Pierre Nerzic, Grégory Smits, Olivier Pivert, Marie-Jeanne Lesot
- 2022 (modified: 31 Jan 2023)
- FUZZ-IEEE 2022
- Readers: Everyone

View all 90 publications

Co-Authors

View all 63 co-authors