conftrace_

entropy-based metrics

6 papers

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Co-occurring keywords · papers mentioning both

fact retrieval (1) knowledge uncertainty (1) multi-sample aggregation (1) large language model (1) information discarding (1) hallucinations (1) candidate set (1) confidence (1) factuality (1) in-context sharpness (1)

Papers

Rethinking Concept Bottleneck Models: From Pitfalls to Solutions CVPR 2026 Concept-Based RAG Models: A High-Accuracy Fact Retrieval Approach COLING 2025 Optimizing Temperature for Language Models with Multi-Sample Inference ICML 2025 Improving Open-Ended Text Generation via Adaptive Decoding ICML 2024 In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation ICML 2024 Quantification and Analysis of Layer-wise and Pixel-wise Information Discarding ICML 2022