Antonin Poché

According to our database, Antonin Poché authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics.

Raphael Bernas, Fanny Jourdan, Antonin Poché, Céline Hudelot

CoRR, April, 2026

Exploring Plan Space through Conversation: An Agentic Framework for LLM-Mediated Explanations in Planning.

Guilhem Fouilhé, Rebecca Eifler, Antonin Poché, Sylvie Thiébaux, Nicholas Asher

CoRR, March, 2026

2025

Interpreto: An Explainability Library for Transformers.

Antonin Poché, Thomas Mullor, Gabriele Sarti, Frédéric Boisnard, Corentin Friedrich, Charlotte Claye, François Hoofd, Raphael Bernas, Céline Hudelot, Fanny Jourdan

CoRR, December, 2025

ConSim: Measuring Concept-Based Explanations' Effectiveness with Automated Simulatability.

Antonin Poché, Alon Jacovi, Agustin Martin Picard, Victor Boutin, Fanny Jourdan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2023

Natural Example-Based Explainability: A Survey.

Antonin Poché, Lucas Hervier, Mohamed Chafik Bakkay

Proceedings of the Explainable Artificial Intelligence, 2023

2022

Xplique: A Deep Learning Explainability Toolbox.

Thomas Fel, Lucas Hervier, David Vigouroux, Antonin Poché, Justin Plakoo, Rémi Cadène, Mathieu Chalvidal, Julien Colin, Thibaut Boissin, Louis Béthune, Agustin Martin Picard, Claire Nicodeme, Laurent Gardes, Grégory Flandin, Thomas Serre

CoRR, 2022