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Dec 31, 2022 · we develop a typology of epistemic markers and inject 50 markers into prompts for question answering. We find that lms are highly sensitive to epistemic markers in prompts,. Bibliographic details on navigating the grey area:
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How expressions of uncertainty and overconfidence affect language models. How expressions of uncertainty and overconfidence affect language models Feb 29, 2024 · in this work, we seek to understand how models interpret this linguistic phenomenon by measuring how language generation varies when prompted with expressions. Feb 26, 2023 · experimental results indicate that the proposed ualign framework can significantly enhance the llms' capacities to confidently answer known questions and refuse unknown.
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Feb 26, 2023 · we argue that a key dimension that is missing from our understanding of language models (lms) is the model's ability to interpret and generate expressions of uncertainty. Feb 26, 2023 · we develop a typology of epistemic markers and inject 50 markers into prompts for question answering. We find that lms are highly sensitive to epistemic markers in prompts,. Jan 22, 2025 · navigating the grey area: How expressions of uncertainty and overconfidence affect language models.
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