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cs.CL2025★ 1 cited
MCQA-Eval: Efficient Confidence Evaluation in NLG with Gold-Standard Correctness Labels
Xiaoou Liu, Zhen Lin, Longchao Da +3
Large Language Models (LLMs) require robust confidence estimation, particularly in critical domains like healthcare and law where unreliable outputs can lead to significant consequ…
cs.CL2023
Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems
Sandesh Swamy, Narges Tabari, Chacha Chen +1
Response generation is one of the critical components in task-oriented dialog systems. Existing studies have shown that large pre-trained language models can be adapted to this tas…