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2305.18404
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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
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Papers citing
"Conformal Prediction with Large Language Models for Multi-Choice Question Answering"
21 / 21 papers shown
Title
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
89
0
0
25 Apr 2025
Volume Optimality in Conformal Prediction with Structured Prediction Sets
Chao Gao
Liren Shan
Vaidehi Srinivas
Aravindan Vijayaraghavan
43
1
0
23 Feb 2025
Multivariate Conformal Prediction using Optimal Transport
Michal Klein
Louis Béthune
Eugène Ndiaye
Marco Cuturi
OT
59
3
0
05 Feb 2025
Calibrating Bayesian Learning via Regularization, Confidence Minimization, and Selective Inference
Jiayi Huang
Sangwoo Park
Osvaldo Simeone
94
2
0
03 Jan 2025
Conformal Risk Minimization with Variance Reduction
Sima Noorani
Orlando Romero
Nicolò Dal Fabbro
Hamed Hassani
George Pappas
37
2
0
03 Nov 2024
Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information
Ömer Faruk Akgül
R. Kannan
Viktor Prasanna
FedML
23
0
0
17 Oct 2024
Conformal Prediction: A Data Perspective
Xiaofan Zhou
Baiting Chen
Yu Gui
Lu Cheng
77
3
0
09 Oct 2024
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering
K. K.
Bernhard Schölkopf
Michael Muehlebach
24
0
0
02 Oct 2024
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation
Xingpeng Sun
Yiran Zhang
Xindi Tang
Amrit Singh Bedi
Aniket Bera
40
4
0
03 Aug 2024
Cycles of Thought: Measuring LLM Confidence through Stable Explanations
Evan Becker
Stefano Soatto
35
6
0
05 Jun 2024
Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees
Yu Gui
Ying Jin
Zhimei Ren
MedIm
30
18
0
16 May 2024
Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso
Martín Bertrán
Riccardo Fogliato
Aaron Roth
24
12
0
06 Apr 2024
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
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
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
32
8
0
22 Nov 2023
Conformal Prediction for Deep Classifier via Label Ranking
Jianguo Huang
Huajun Xi
Linjun Zhang
Huaxiu Yao
Yue Qiu
Hongxin Wei
33
21
0
10 Oct 2023
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
45
219
0
04 Jul 2023
Three Applications of Conformal Prediction for Rating Breast Density in Mammography
Charles Lu
Ken Chang
Praveer Singh
Jayashree Kalpathy-Cramer
OOD
AI4CE
34
8
0
23 Jun 2022
Re-Examining Calibration: The Case of Question Answering
Chenglei Si
Chen Zhao
Sewon Min
Jordan L. Boyd-Graber
56
30
0
25 May 2022
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
329
8,448
0
28 Jan 2022
Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios Nikolas Angelopoulos
Stephen Bates
Emmanuel J. Candès
Michael I. Jordan
Lihua Lei
95
126
0
03 Oct 2021
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