Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space

Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space

Item #:: 079017-4274
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DOI: https://doi.org/10.52202/079017-4274
Author(s): Risto Miikkulainen, Xin Qiu
Pages: 134507-134533 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

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DOI: https://doi.org/10.52202/079017-4274
Author(s): Risto Miikkulainen, Xin Qiu
Pages: 134507-134533 (27 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 37
Date/Location: Held 10-15 December 2024, Vancouver, Canada.
Series: Advances in Neural Information Processing Systems 37
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)