"alignment" Papers

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AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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A Probabilistic Perspective on Unlearning and Alignment for Large Language Models

Yan Scholten, Stephan Günnemann, Leo Schwinn

ICLR 2025posterarXiv:2410.03523
17
citations

Base Models Beat Aligned Models at Randomness and Creativity

Peter West, Christopher Potts

COLM 2025paperarXiv:2505.00047
16
citations

Off-Policy Corrected Reward Modeling for Reinforcement Learning from Human Feedback

Johannes Ackermann, Takashi Ishida, Masashi Sugiyama

COLM 2025paperarXiv:2507.15507

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

Jacob Dunefsky, Arman Cohan

COLM 2025paperarXiv:2502.18862
8
citations

Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation

Tuhina Tripathi, Manya Wadhwa, Greg Durrett et al.

COLM 2025paperarXiv:2504.14716
9
citations