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cs.CL2026
OPSRD: On-Policy Self-Role Distillation
Weijie Ren, Yanwen Zhang, Hao Li +3
Role prompting elicits specialized behavior from large language models through an expert identity, offering a lightweight way to guide reasoning on demanding tasks. However, evalua…
cs.CL2026
SEPAL: Separated Expert Pairs with Answer-Level Fusion for Reliable LLM Collaboration
Weijie Ren, Yanwen Zhang, Hao Li +3
Multi-agent collaboration lets large language models (LLMs) improve question answering through deliberation and feedback. Yet shared discussion couples correction with exposure to…