Paper "interpretability" Papers

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Interpreting the linear structure of vision-language model embedding spaces

Isabel Papadimitriou, Huangyuan Su, Thomas Fel et al.

COLM 2025paperarXiv:2504.11695
14
citations

One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs

Jacob Dunefsky, Arman Cohan

COLM 2025paperarXiv:2502.18862
8
citations

On Mechanistic Circuits for Extractive Question-Answering

Samyadeep Basu, Vlad I Morariu, Ryan A. Rossi et al.

COLM 2025paperarXiv:2502.08059

On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions

Dang Nguyen, Chenhao Tan

COLM 2025paperarXiv:2504.06303
3
citations

Probing then Editing Response Personality of Large Language Models

Tianjie Ju, Zhenyu Shao, Bowen Wang et al.

COLM 2025paperarXiv:2504.10227
3
citations

The Dual-Route Model of Induction

Sheridan Feucht, Eric Todd, Byron C Wallace et al.

COLM 2025paperarXiv:2504.03022
15
citations

Truth-value judgment in language models: ‘truth directions’ are context sensitive

Stefan F. Schouten, Peter Bloem, Ilia Markov et al.

COLM 2025paper

UNVEILING: What Makes Linguistics Olympiad Puzzles Tricky for LLMs?

Mukund Choudhary, KV Aditya Srivatsa, Gaurja Aeron et al.

COLM 2025paper

Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction

Monika Jain, Raghava Mutharaju, Ramakanth Kavuluru et al.

AAAI 2024paperarXiv:2401.11800
17
citations