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cs.CL2026
CU in RAG: Compositional Concept Unlearning in Retrieval-Augmented Generation
Yiyang Duan, Fan Wu, Tiantong Wu +5
Retrieval-augmented generation can expose unwanted concepts through retrieved evidence even when the generator is moderated. We study query-side concept suppression with a fixed en…
cs.CL2026
State of Thought Enables Endogenous Reasoning
Zhiren Gong, Yikun Hou, Zihao Zeng +3
Test-time compute has emerged as a major approach to improving the capabilities of Large Language Models (LLMs). However, existing test-time reasoning paradigms rely heavily on ext…