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20222026
most citedWhat Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

15 citations · 24 across the 11 of their papers we have counts for

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cs.CL2025

Learn to Reason Efficiently with Adaptive Length-based Reward Shaping

Wei Liu, Ruochen Zhou, Yiyun Deng +5

Large Reasoning Models (LRMs) have shown remarkable capabilities in solving complex problems through reinforcement learning (RL), particularly by generating long reasoning traces.…