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cs.AI2026

ENTRA: Entropy-Based Redundancy Avoidance in Large Language Model Reasoning

Ruichu Cai, Haopeng Du, Qingwen Lin +3

Large Reasoning Models (LRMs) often suffer from overthinking, generating unnecessarily long reasoning chains even for simple tasks. This leads to substantial computational overhead…