Reducing conversational agents' overconfidence through linguistic
calibration

Reducing conversational agents' overconfidence through linguistic calibration

30 December 2020

Sabrina J. Mielke

Papers citing "Reducing conversational agents' overconfidence through linguistic calibration"

14 / 14 papers shown

Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 47 0 0 02 May 2025
Bi-directional Model Cascading with Proxy Confidence David Warren Mark Dras 34 0 0 27 Apr 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 74 0 0 25 Apr 2025
Gauging Overprecision in LLMs: An Empirical Study Adil Bahaj Hamed Rahimi Mohamed Chetouani Mounir Ghogho 56 0 0 16 Apr 2025
Uncertainty Distillation: Teaching Language Models to Express Semantic Confidence Sophia Hager David Mueller Kevin Duh Nicholas Andrews 52 0 0 18 Mar 2025
Don't lie to your friends: Learning what you know from collaborative self-play Jacob Eisenstein Reza Aghajani Adam Fisch Dheeru Dua Fantine Huot Mirella Lapata Vicky Zayats Jonathan Berant 58 0 0 18 Mar 2025
Calibrating Verbal Uncertainty as a Linear Feature to Reduce Hallucinations Ziwei Ji L. Yu Yeskendir Koishekenov Yejin Bang Anthony Hartshorn Alan Schelten Cheng Zhang Pascale Fung Nicola Cancedda 36 1 0 18 Mar 2025
Large Language Model Confidence Estimation via Black-Box Access Tejaswini Pedapati Amit Dhurandhar Soumya Ghosh Soham Dan P. Sattigeri 59 3 0 21 Feb 2025
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Yiming Wang Pei Zhang Baosong Yang Derek F. Wong Rui-cang Wang LRM 22 4 0 17 Oct 2024
On Calibration of LLM-based Guard Models for Reliable Content Moderation Hongfu Liu Hengguan Huang Hao Wang Xiangming Gu Ye Wang 33 2 0 14 Oct 2024
Calibrating Expressions of Certainty Peiqi Wang Barbara D. Lam Yingcheng Liu Ameneh Asgari-Targhi Rameswar Panda W. Wells Tina Kapur Polina Golland 11 1 0 06 Oct 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 34 7 0 09 May 2024
BIRD: A Trustworthy Bayesian Inference Framework for Large Language Models Yu Feng Ben Zhou Weidong Lin Dan Roth 36 4 0 18 Apr 2024
Calibration of Pre-trained Transformers Shrey Desai Greg Durrett UQLM 223 288 0 17 Mar 2020