"robustness" Papers

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Adversarial Training of Reward Models

Alexander Bukharin, Haifeng Qian, Shengyang Sun et al.

COLM 2025paperarXiv:2504.06141
7
citations

Fluid Language Model Benchmarking

Valentin Hofmann, David Heineman, Ian Magnusson et al.

COLM 2025paperarXiv:2509.11106
10
citations

RankAlign: A Ranking View of the Generator-Validator Gap in Large Language Models

Juan Diego Rodriguez, Wenxuan Ding, Katrin Erk et al.

COLM 2025paper
2
citations

Environment Design for Inverse Reinforcement Learning

Thomas Kleine Buening, Victor Villin, Christos Dimitrakakis

ICML 2024arXiv:2210.14972
4
citations