Statistical Knowledge Assessment for Large Language Models

Statistical Knowledge Assessment for Large Language Models

17 May 2023

Qingxiu Dong

Lingpeng Kong

Zhifang Sui

Lei Li

Papers citing "Statistical Knowledge Assessment for Large Language Models"

10 / 10 papers shown

Title
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges Xiao Xiao Yu Su Sijing Zhang Zhang Chen Yadong Chen Tian Liu 42 0 0 30 Apr 2025
Differentially Private Tabular Data Synthesis using Large Language Models Toan V. Tran Li Xiong SyDa 38 6 0 03 Jun 2024
Prejudice and Volatility: A Statistical Framework for Measuring Social Discrimination in Large Language Models Yiran Liu Ke Yang Zehan Qi Xiao-Yang Liu Yang Yu U. I. Urbana-Champaign 39 1 0 23 Feb 2024
Assessing the Reliability of Large Language Model Knowledge Weixuan Wang Barry Haddow Alexandra Birch Wei Peng KELM HILM 77 15 0 15 Oct 2023
Complex Logical Reasoning over Knowledge Graphs using Large Language Models Nurendra Choudhary Chandan K. Reddy LRM 34 22 0 02 May 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 298 2,232 0 22 Mar 2023
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 238 82 0 07 Oct 2022
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 269 346 0 01 Feb 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 279 1,996 0 31 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019