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llm reliability

5 papers

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Co-occurring keywords · papers mentioning both

large language model (5) hallucination detection (2) benchmark evaluation (2) knowledge scope (1) premise critique (1) premise validation (1) user input (1) refusal mechanism (1) reliable generation (1) misinformation susceptibility (1)

Papers

Don’t Take the Premise for Granted: Evaluating the Premise Critique Ability of Large Language Models EMNLP 2025 Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation ACL 2025 ASOS at Arabic LLMs Hallucinations 2024: Can LLMs detect their Hallucinations :) COLING 2024 CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence NeurIPS 2024 Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024