18 citations · 68 across the 14 of their papers we have counts for
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cs.LG2023
Selective Generation for Controllable Language Models
Minjae Lee, Kyungmin Kim, Taesoo Kim +1
Trustworthiness of generative language models (GLMs) is crucial in their deployment to critical decision making systems. Hence, certified risk control methods such as selective pre…
cs.CL2023★ 1 cited
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
Shuo Li, Sangdon Park, Insup Lee +1
When applied to open-domain question answering, large language models (LLMs) frequently generate incorrect responses based on made-up facts, which are called $\textit{hallucination…