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entropy neuron

3 papers

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large language model (3) mean calibration error (1) context copying (1) neural ablation (1) logit scaling (1) knowledge conflict (1) parametric knowledge (1) layer normalization (1) expected calibration error (1) residual stream (1)

Papers

Calibration Across Layers: Understanding Calibration Evolution in LLMs EMNLP 2025 Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts EMNLP 2025 Confidence Regulation Neurons in Language Models NeurIPS 2024