2025 "explanation generation" Papers

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Additive Models Explained: A Computational Complexity Approach

Shahaf Bassan, Michal Moshkovitz, Guy Katz

NEURIPS 2025posterarXiv:2510.21292

Do Vision & Language Decoders use Images and Text equally? How Self-consistent are their Explanations?

Letitia Parcalabescu, Anette Frank

ICLR 2025posterarXiv:2404.18624

Revising and Falsifying Sparse Autoencoder Feature Explanations

George Ma, Samuel Pfrommer, Somayeh Sojoudi

NEURIPS 2025poster