conftrace_

entropy collapse

6 papers

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Co-occurring keywords · papers mentioning both

large language model (3) variance sensitivity (1) reinforcement learning with verifiable reward (1) rank collapse (1) cognitive fatigue (1) attention-to-prompt decay (1) entropy dynamics (1) entropy modulation (1) spectral energy concentration (1) eigenspectrum (1)

Papers

Chatsparent: An Interactive System for Detecting and Mitigating Cognitive Fatigue in LLMs AAAI 2026 HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment ACL 2026 Rethinking Entropy Interventions in RLVR: An Entropy Change Perspective ACL 2026 Taming Transformer Without Using Learning Rate Warmup ICLR 2025 Variance Sensitivity Induces Attention Entropy Collapse and Instability in Transformers EMNLP 2025 Self-attention Networks Localize When QK-eigenspectrum Concentrates ICML 2024