Efficient Non-Parametric Uncertainty Quantification for Black-Box Large
Language Models and Decision Planning

Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning

1 February 2024

Papers citing "Efficient Non-Parametric Uncertainty Quantification for Black-Box Large Language Models and Decision Planning"

12 / 12 papers shown

Title
Self-Reported Confidence of Large Language Models in Gastroenterology: Analysis of Commercial, Open-Source, and Quantized Models Nariman Naderi Seyed Amir Ahmad Safavi-Naini Thomas Savage Zahra Atf Peter Lewis Girish Nadkarni Ali Soroush ELM 88 1 0 24 Mar 2025
Calibrating LLM Confidence with Semantic Steering: A Multi-Prompt Aggregation Framework Ziang Zhou Tianyuan Jin Jieming Shi Qing Li LLMSV 66 0 0 04 Mar 2025
A Survey of Calibration Process for Black-Box LLMs Liangru Xie Hui Liu Jingying Zeng Xianfeng Tang Yan Han Chen Luo Jing Huang Zhen Li Suhang Wang Qi He 74 1 0 17 Dec 2024
Merge, Ensemble, and Cooperate! A Survey on Collaborative Strategies in the Era of Large Language Models Jinliang Lu Ziliang Pang Min Xiao Yaochen Zhu Rui Xia Jiajun Zhang MoMe 27 17 0 08 Jul 2024
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh-Vahid Iman Mirzadeh Dmitry Belenko Karen Khatamifard Minsik Cho C. C. D. Mundo Mohammad Rastegari Mehrdad Farajtabar 70 104 0 12 Dec 2023
LanguageMPC: Large Language Models as Decision Makers for Autonomous Driving Hao Sha Yao Mu Yuxuan Jiang Li Chen Chenfeng Xu Ping Luo Shengbo Eben Li Masayoshi Tomizuka Wei Zhan Mingyu Ding 105 154 0 04 Oct 2023
Conformal Language Modeling Victor Quach Adam Fisch Tal Schuster Adam Yala J. Sohn Tommi Jaakkola Regina Barzilay 77 55 0 16 Jun 2023
AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology Haixing Dai Yiwei Li Zheng Liu Lin Zhao Zihao Wu ... Quanzheng Li Zhuo Chen D. Zhang Gengchen Mai Tianming Liu LM&MA 39 28 0 16 Jun 2023
Emergent autonomous scientific research capabilities of large language models Daniil A. Boiko R. MacKnight Gabe Gomes ELM LM&Ro AI4CE LLMAG 101 115 0 11 Apr 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Out-of-Distribution Detection and Selective Generation for Conditional Language Models Jie Jessie Ren Jiaming Luo Yao-Min Zhao Kundan Krishna Mohammad Saleh Balaji Lakshminarayanan Peter J. Liu OODD 64 92 0 30 Sep 2022