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Calibration Meets Explanation: A Simple and Effective Approach for Model
  Confidence Estimates

Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates

6 November 2022
Dongfang Li
Baotian Hu
Qingcai Chen
ArXiv (abs)PDFHTML

Papers citing "Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates"

8 / 8 papers shown
Title
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models
ChineseEcomQA: A Scalable E-commerce Concept Evaluation Benchmark for Large Language Models
Haibin Chen
Kangtao Lv
Chengwei Hu
Yunshui Li
Yujin Yuan
...
Xingyao Zhang
Liu Liu
Shilei Liu
Wenbo Su
Bo Zheng
ELM
96
0
0
27 Feb 2025
Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against
  Forecasting Harmful User Behaviors
Eliciting Uncertainty in Chain-of-Thought to Mitigate Bias against Forecasting Harmful User Behaviors
Anthony Sicilia
Malihe Alikhani
53
3
0
17 Oct 2024
Predict the Next Word: Humans exhibit uncertainty in this task and
  language models _____
Predict the Next Word: Humans exhibit uncertainty in this task and language models _____
Evgenia Ilia
Wilker Aziz
67
2
0
27 Feb 2024
Interpreting Predictive Probabilities: Model Confidence or Human Label
  Variation?
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?
Joris Baan
Raquel Fernández
Barbara Plank
Wilker Aziz
114
11
0
25 Feb 2024
Deal, or no deal (or who knows)? Forecasting Uncertainty in
  Conversations using Large Language Models
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models
Anthony Sicilia
Hyunwoo J. Kim
Khyathi Chandu
Malihe Alikhani
Jack Hessel
58
2
0
05 Feb 2024
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection
  Method
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method
Yukun Zhao
Lingyong Yan
Weiwei Sun
Guoliang Xing
Chong Meng
Shuaiqiang Wang
Zhicong Cheng
Zhaochun Ren
D. Yin
89
42
0
27 Oct 2023
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Establishing Trustworthiness: Rethinking Tasks and Model Evaluation
Robert Litschko
Max Müller-Eberstein
Rob van der Goot
Leon Weber
Barbara Plank
LRM
62
2
0
09 Oct 2023
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain
  Performance and Calibration
CATfOOD: Counterfactual Augmented Training for Improving Out-of-Domain Performance and Calibration
Rachneet Sachdeva
Martin Tutek
Iryna Gurevych
OODD
102
13
0
14 Sep 2023
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