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20222026
most citedA Survey on Data Synthesis and Augmentation for Large Language Models

7 citations · 25 across the 37 of their papers we have counts for

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cs.AI2026

EntroCut: Entropy-Guided Adaptive Truncation for Efficient Chain-of-Thought Reasoning in Small-scale Large Reasoning Models

Hongxi Yan, Qingjie Liu, Yunhong Wang

Large Reasoning Models (LRMs) excel at complex reasoning tasks through extended chain-of-thought generation, but their reliance on lengthy intermediate steps incurs substantial com…