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ml:confidence [2023/06/15 07:36] – external edit 127.0.0.1ml:confidence [2026/06/12 21:56] (current) – [In NLP] jmflanig
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   * [[https://arxiv.org/pdf/2102.08501.pdf|Lahlou et al 2021 - DEUP: Direct Epistemic Uncertainty Prediction]]   * [[https://arxiv.org/pdf/2102.08501.pdf|Lahlou et al 2021 - DEUP: Direct Epistemic Uncertainty Prediction]]
   * [[https://arxiv.org/pdf/2204.06546.pdf|Zerva et al 2022 - Better Uncertainty Quantification for Machine Translation Evaluation]]  See the related work   * [[https://arxiv.org/pdf/2204.06546.pdf|Zerva et al 2022 - Better Uncertainty Quantification for Machine Translation Evaluation]]  See the related work
 +  * [[https://aclanthology.org/2025.findings-acl.1316.pdf|Xu et al 2025 - Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs]]
 +  * [[https://aclanthology.org/2025.emnlp-main.530.pdf|Khanmohammadi et al 2025 - Calibrating LLM Confidence by Probing Perturbed Representation Stability]]
  
 ===== Other Areas ===== ===== Other Areas =====
ml/confidence.txt · Last modified: 2026/06/12 21:56 by jmflanig
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