NEURIPS 2025 "language models" Papers

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Better Estimation of the Kullback--Leibler Divergence Between Language Models

Afra Amini, Tim Vieira, Ryan Cotterell

NEURIPS 2025posterarXiv:2504.10637

Dense SAE Latents Are Features, Not Bugs

Xiaoqing Sun, Alessandro Stolfo, Joshua Engels et al.

NEURIPS 2025posterarXiv:2506.15679
6
citations

Emergence of Linear Truth Encodings in Language Models

Shauli Ravfogel, Gilad Yehudai, Tal Linzen et al.

NEURIPS 2025posterarXiv:2510.15804
3
citations

Generalizing Verifiable Instruction Following

Valentina Pyatkin, Saumya Malik, Victoria Graf et al.

NEURIPS 2025posterarXiv:2507.02833
35
citations

The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning

Xinyu Zhu, Mengzhou Xia, Zhepei Wei et al.

NEURIPS 2025posterarXiv:2506.01347
74
citations

Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It

Yulu Qin, Dheeraj Varghese, Adam Dahlgren Lindström et al.

NEURIPS 2025oralarXiv:2507.13328