作者位次 #5/6ACL 2026Findings· Findings of ACL
ERRV : Eliciting Efficient Reasoning through Reasoning Vectors for Policy Optimization in Large Language Models
Zhuowen Han · Lei Yang · Renren Jin · Dan Shi · Chenxi Sun · Deyi Xiong
摘要
Recently, large reasoning models have achieved impressive performance, but their lengthy reasoning processes incur substantial inference overhead. To mitigate this issue, we propose the concept of reasoning vectors, representations extracted from the model’s hidden states, which can guide the mod...