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20232026
most citedOmniForce: On Human-Centered, Large Model Empowered and Cloud-Edge Collaborative AutoML System

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cs.CL2025

Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models

Canhui Wu, Qiong Cao, Chang Li +5

Large Reasoning Models (LRMs) demonstrate strong performance on complex tasks but often suffer from excessive verbosity, known as "overthinking." Existing solutions via reinforceme…