January 1, 2023Open Access

Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

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Abstract

Katherine Tian, Eric Mitchell, Allan Zhou, Archit Sharma, Rafael Rafailov, Huaxiu Yao, Chelsea Finn, Christopher Manning. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. 2023.

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Tian et al. (Sun,) studied this question.

www.synapsesocial.com/papers/69dd247f03ecda3005e52cf6 — DOI: https://doi.org/10.18653/v1/2023.emnlp-main.330

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Katherine Tian

Eric Mitchell

Allan Zhou

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Harvard University

Stanford University

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Building similarity graph...

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Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback

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Abstract

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Discussion

Cite this study

Authors

Actions

Institutions

References and Citations

Citation Network

Connected Papers

Discussion