conftrace_

activation-based method

3 papers

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Co-occurring keywords · papers mentioning both

activation-based calibration (1) language model factuality (1) neural network (1) large language model (1) discriminative score (1) guided decoding (1) channel selection (1) confidence estimation (1) expected calibration error (1) ood detection (1)

Papers

Confidence-Based Response Abstinence: Improving LLM Trustworthiness via Activation-Based Uncertainty Estimation EMNLP 2025 Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024 Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding EMNLP 2024