Differences

This shows you the differences between two versions of the page.

--- ml:confidence [2022/04/20 07:12] – [In NLP] jmflanig
+++ ml:confidence [2026/06/12 21:56] (current) – [In NLP] jmflanig
@@ Line 18: / Line 18: @@
   * [[https://www.aclweb.org/anthology/2020.acl-main.188.pdf|2020 - Calibrating Structured Output Predictors for Natural Language Processing]]
   * [[https://arxiv.org/pdf/2006.09462.pdf|2020 - Selective Question Answering under Domain Shift]]
+  * [[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://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 =====