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From Isolation to Entanglement: When Do Interpretability Methods Identify and Disentangle Known Concepts?

Year: 2026

Type: conference-paper

Abstract: Aaron Mueller, Andrew Lee, Shruti Joshi, Ekdeep Singh Lubana, Dhanya Sridhar, Patrik Reizinger. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.

Source: Proceedings of the conference - Association for Computational Linguistics. Meeting

DOI: 10.18653/v1/2026.acl-long.782

Authors: Aaron Mueller, Andrew Lee, Shruti Joshi, Ekdeep Singh Lubana, Dhanya Sridhar, Patrik Reizinger

Institutions: Boston University, Harvard University, Mila - Quebec Artificial Intelligence Institute, University of Tübingen

Language: English

Topic: Explainable Artificial Intelligence (XAI)

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funders: McGill University, International Max Planck Research School for Environmental, Cellular and Molecular Microbiology, International Max Planck Research School for Advanced Methods in Process and Systems Engineering

OpenAlex ID: W7166827055

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