On the Limitations of Reference-Free Evaluations of Generated Text

22 October 2022

Papers citing "On the Limitations of Reference-Free Evaluations of Generated Text"

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Title
MINERVA: Evaluating Complex Video Reasoning Arsha Nagrani Sachit Menon Ahmet Iscen Shyamal Buch Ramin Mehran ... Yukun Zhu Carl Vondrick Mikhail Sirotenko Cordelia Schmid Tobias Weyand 53 0 0 01 May 2025
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References Qiyuan Zhang Yufei Wang Tiezheng YU Yuxin Jiang Chuhan Wu ... Xin Jiang Lifeng Shang Ruiming Tang Fuyuan Lyu Chen Ma 26 4 0 07 Oct 2024
Magpie: Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing Zhangchen Xu Fengqing Jiang Luyao Niu Yuntian Deng Radha Poovendran Yejin Choi Bill Yuchen Lin SyDa 27 110 0 12 Jun 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 27 1 0 29 Apr 2024
SEMQA: Semi-Extractive Multi-Source Question Answering Tal Schuster Á. Lelkes Haitian Sun Jai Gupta Jonathan Berant W. Cohen Donald Metzler 21 13 0 08 Nov 2023
CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction Jingheng Ye Yinghui Li Qingyu Zhou Y. Li Shirong Ma Haitao Zheng Ying Shen 17 5 0 18 May 2023
Finding a Balanced Degree of Automation for Summary Evaluation Shiyue Zhang Mohit Bansal 47 43 0 23 Sep 2021
SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents Ramesh Nallapati Feifei Zhai Bowen Zhou 200 1,249 0 14 Nov 2016