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cs.CL2026
DAIS: Dependency-Aware Intermediate QA Supervision for Complex Reasoning
Yu Wang, Ming Fan, Xicheng Zhang +5
Chain-of-thought (CoT) supervision exposes intermediate rationales, but flat rationale targets usually optimize a single reasoning sequence and provide limited supervision on how l…
cs.CL2025
Separator Injection Attack: Uncovering Dialogue Biases in Large Language Models Caused by Role Separators
Xitao Li, Haijun Wang, Jiang Wu +1
Conversational large language models (LLMs) have gained widespread attention due to their instruction-following capabilities. To ensure conversational LLMs follow instructions, rol…