FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation
of Large Language Models

FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models

9 April 2024

Papers citing "FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models"

9 / 9 papers shown

Title
An Empirical Analysis of Uncertainty in Large Language Model Evaluations Qiujie Xie Qingqiu Li Zhuohao Yu Yuejie Zhang Yue Zhang Linyi Yang ELM 58 1 0 15 Feb 2025
NovelQA: Benchmarking Question Answering on Documents Exceeding 200K Tokens Cunxiang Wang Ruoxi Ning Boqi Pan Tonghui Wu Qipeng Guo ... Guangsheng Bao Xiangkun Hu Zheng Zhang Qian Wang Yue Zhang RALM 63 3 0 18 Mar 2024
Don't Make Your LLM an Evaluation Benchmark Cheater Kun Zhou Yutao Zhu Zhipeng Chen Wentong Chen Wayne Xin Zhao Xu Chen Yankai Lin Ji-Rong Wen Jiawei Han ELM 105 136 0 03 Nov 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 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 203 2,232 0 22 Mar 2023
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 126 181 0 22 Oct 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation Marzena Karpinska Nader Akoury Mohit Iyyer 204 106 0 14 Sep 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018