conftrace_

reliable generation

2 papers

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Co-occurring keywords · papers mentioning both

refusal mechanism (1) knowledge scope (1) llm reliability (1) large language model (1) confidence thresholding (1) electronic health record (1) controllable generation (1) hallucination mitigation (1) knowledge base (1) question answering (1)

Papers

Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism EMNLP 2024 LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024