conftrace_

model trustworthiness

10 papers

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Co-occurring keywords · papers mentioning both

language model (3) bayes utility (1) clinical application (1) reinforcement fine-tuning (1) in-context knowledge editing (1) sentence level (1) unsolvable problem detection (1) hidden state dynamics (1) faithful rationale (1) sentence-level explanation (1)

Papers

Flattery in Motion: Benchmarking and Analyzing Sycophancy in Video-LLMs ACL 2026 Sampling-Free Uncertainty Quantification via Hidden State Dynamics in Language Models AAAI 2026 How to Make LLMs Forget: On Reversing In-Context Knowledge Edits NAACL 2025 The Hallucination Tax of Reinforcement Finetuning EMNLP 2025 Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models ACL 2025 Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models ACL 2024 U-trustworthy Models. Reliability, Competence, and Confidence in Decision-Making AAAI 2024 What Would it Take to get Biomedical QA Systems into Practice? EMNLP 2021 Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision EMNLP 2020 Attribution-Based Confidence Metric For Deep Neural Networks NeurIPS 2019