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20242026
most citedU3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation

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cs.CL2026

Mitigating Overthinking in Large Reasoning Language Models via Reasoning Path Deviation Monitoring

Weixin Guan, Liang Li, Jiapeng Liu +6

Large Reasoning Language Models (LRLMs) demonstrate impressive capabilities on complex tasks by utilizing long Chain-of-Thought reasoning. However, they are prone to overthinking,…