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Conformal Prediction with Large Language Models for Multi-Choice
  Question Answering

Conformal Prediction with Large Language Models for Multi-Choice Question Answering

28 May 2023
Bhawesh Kumar
Cha-Chen Lu
Gauri Gupta
Anil Palepu
David R. Bellamy
Ramesh Raskar
Andrew L. Beam
ArXivPDFHTML

Papers citing "Conformal Prediction with Large Language Models for Multi-Choice Question Answering"

24 / 24 papers shown
Title
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review
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
94
0
0
25 Apr 2025
Volume Optimality in Conformal Prediction with Structured Prediction Sets
Volume Optimality in Conformal Prediction with Structured Prediction Sets
Chao Gao
Liren Shan
Vaidehi Srinivas
Aravindan Vijayaraghavan
51
1
0
23 Feb 2025
Language Models Can Predict Their Own Behavior
Language Models Can Predict Their Own Behavior
Dhananjay Ashok
Jonathan May
ReLM
AI4TS
LRM
63
0
0
18 Feb 2025
Multivariate Conformal Prediction using Optimal Transport
Multivariate Conformal Prediction using Optimal Transport
Michal Klein
Louis Béthune
Eugène Ndiaye
Marco Cuturi
OT
64
3
0
05 Feb 2025
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
Jiayi Huang
Sangwoo Park
Osvaldo Simeone
108
2
0
03 Jan 2025
Conformal Risk Minimization with Variance Reduction
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
43
2
0
03 Nov 2024
Conformal Prediction for Federated Graph Neural Networks with Missing
  Neighbor Information
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
Ömer Faruk Akgül
Rajgopal Kannan
Viktor Prasanna
FedML
29
0
0
17 Oct 2024
Conformal Prediction: A Data Perspective
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
118
3
0
09 Oct 2024
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
Kemal Kurniawan
Bernhard Schölkopf
Michael Muehlebach
35
0
0
02 Oct 2024
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of
  Audio-Guided LLM-Based Robot Navigation
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation
Xingpeng Sun
Yiran Zhang
Xindi Tang
Amrit Singh Bedi
Aniket Bera
50
4
0
03 Aug 2024
Cycles of Thought: Measuring LLM Confidence through Stable Explanations
Cycles of Thought: Measuring LLM Confidence through Stable Explanations
Evan Becker
Stefano Soatto
45
6
0
05 Jun 2024
Conformal Alignment: Knowing When to Trust Foundation Models with
  Guarantees
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
Yu Gui
Ying Jin
Zhimei Ren
MedIm
38
18
0
16 May 2024
Multicalibration for Confidence Scoring in LLMs
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso
Martín Bertrán
Riccardo Fogliato
Aaron Roth
44
12
0
06 Apr 2024
CONFLARE: CONFormal LArge language model REtrieval
CONFLARE: CONFormal LArge language model REtrieval
Pouria Rouzrokh
S. Faghani
Cooper Gamble
Moein Shariatnia
Bradley J. Erickson
3DV
RALM
42
2
0
04 Apr 2024
Calibrating the Confidence of Large Language Models by Eliciting
  Fidelity
Calibrating the Confidence of Large Language Models by Eliciting Fidelity
Mozhi Zhang
Mianqiu Huang
Rundong Shi
Linsen Guo
Chong Peng
Peng Yan
Yaqian Zhou
Xipeng Qiu
29
10
0
03 Apr 2024
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art
Neeloy Chakraborty
Melkior Ornik
Katherine Driggs-Campbell
LRM
57
9
0
25 Mar 2024
Formal Synthesis of Controllers for Safety-Critical Autonomous Systems:
  Developments and Challenges
Formal Synthesis of Controllers for Safety-Critical Autonomous Systems: Developments and Challenges
Xiang Yin
Bingzhao Gao
Xiao Yu
39
18
0
20 Feb 2024
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of
  Large Language Models
Prompt Risk Control: A Rigorous Framework for Responsible Deployment of Large Language Models
Thomas P. Zollo
Todd Morrill
Zhun Deng
Jake C. Snell
T. Pitassi
Richard Zemel
43
8
0
22 Nov 2023
Conformal Prediction for Deep Classifier via Label Ranking
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
39
21
0
10 Oct 2023
Robots That Ask For Help: Uncertainty Alignment for Large Language Model
  Planners
Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners
Allen Z. Ren
Anushri Dixit
Alexandra Bodrova
Sumeet Singh
Stephen Tu
...
Jacob Varley
Zhenjia Xu
Dorsa Sadigh
Andy Zeng
Anirudha Majumdar
LM&Ro
64
220
0
04 Jul 2023
Three Applications of Conformal Prediction for Rating Breast Density in
  Mammography
Three Applications of Conformal Prediction for Rating Breast Density in Mammography
Charles Lu
Ken Chang
Praveer Singh
Jayashree Kalpathy-Cramer
OOD
AI4CE
39
8
0
23 Jun 2022
Re-Examining Calibration: The Case of Question Answering
Re-Examining Calibration: The Case of Question Answering
Chenglei Si
Chen Zhao
Sewon Min
Jordan L. Boyd-Graber
64
30
0
25 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
398
8,559
0
28 Jan 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk
  Control
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios Nikolas Angelopoulos
Stephen Bates
Emmanuel J. Candès
Michael I. Jordan
Lihua Lei
102
125
0
03 Oct 2021
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