Mathis Le Bail, Jérémie Dentan, Davide Buscaldi, Sonia Vanier. Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders. In Vera Demberg, Kentaro Inui, Lluís Marquez, editors, Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026. pages 2477-2504, Association for Computational Linguistics, 2026. [doi]
@inproceedings{BailDBV26,
title = {Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders},
author = {Mathis Le Bail and Jérémie Dentan and Davide Buscaldi and Sonia Vanier},
year = {2026},
url = {https://aclanthology.org/2026.findings-eacl.129/},
researchr = {https://researchr.org/publication/BailDBV26},
cites = {0},
citedby = {0},
pages = {2477-2504},
booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
editor = {Vera Demberg and Kentaro Inui and Lluís Marquez},
publisher = {Association for Computational Linguistics},
isbn = {979-8-89176-386-9},
}