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cs.CL2025
SEM: Reinforcement Learning for Search-Efficient Large Language Models
Zeyang Sha, Shiwen Cui, Weiqiang Wang
Recent advancements in Large Language Models(LLMs) have demonstrated their capabilities not only in reasoning but also in invoking external tools, particularly search engines. Howe…
cs.CL2025
Thought Manipulation: External Thought Can Be Efficient for Large Reasoning Models
Yule Liu, Jingyi Zheng, Zhen Sun +6
Recent advancements in large reasoning models (LRMs) have demonstrated the effectiveness of scaling test-time computation to enhance reasoning capabilities on various tasks. Howeve…