"safety-critical tasks" Papers

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Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?

Egor Zverev, Sahar Abdelnabi, Soroush Tabesh et al.

ICLR 2025arXiv:2403.06833
48
citations

Enforcing Hard Linear Constraints in Deep Learning Models with Decision Rules

Gonzalo E. Constante, Hao Chen, Can Li

NEURIPS 2025arXiv:2505.13858
5
citations

Fat-to-Thin Policy Optimization: Offline Reinforcement Learning with Sparse Policies

Lingwei Zhu, Han Wang, Yukie Nagai

ICLR 2025