Poster "language model safety" Papers

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Conference

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Breach By A Thousand Leaks: Unsafe Information Leakage in 'Safe' AI Responses

David Glukhov, Ziwen Han, I Shumailov et al.

ICLR 2025posterarXiv:2407.02551
10
citations

Shh, don't say that! Domain Certification in LLMs

Cornelius Emde, Alasdair Paren, Preetham Arvind et al.

ICLR 2025posterarXiv:2502.19320
4
citations

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Xinpeng Wang, Chengzhi (Martin) Hu, Paul Röttger et al.

ICLR 2025posterarXiv:2410.03415
24
citations

Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

Noam Razin, Sadhika Malladi, Adithya Bhaskar et al.

ICLR 2025posterarXiv:2410.08847
47
citations

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

Andrew Lee, Xiaoyan Bai, Itamar Pres et al.

ICML 2024poster

Representation Surgery: Theory and Practice of Affine Steering

Shashwat Singh, Shauli Ravfogel, Jonathan Herzig et al.

ICML 2024posterarXiv:2402.09631

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models

Xavi Suau, Pieter Delobelle, Katherine Metcalf et al.

ICML 2024poster