Are LLM-based Evaluators Confusing NLG Quality Criteria?

Are LLM-based Evaluators Confusing NLG Quality Criteria?

19 February 2024

Xiaojun Wan

Papers citing "Are LLM-based Evaluators Confusing NLG Quality Criteria?"

8 / 8 papers shown

Title
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 0 0 26 Apr 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
DHP Benchmark: Are LLMs Good NLG Evaluators? Yicheng Wang Jiayi Yuan Yu-Neng Chuang Zhuoer Wang Yingchi Liu Mark Cusick Param Kulkarni Zhengping Ji Yasser Ibrahim Xia Hu LM&MA ELM 41 3 0 25 Aug 2024
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges Aman Singh Thakur Kartik Choudhary Venkat Srinik Ramayapally Sankaran Vaidyanathan Dieuwke Hupkes ELM ALM 45 55 0 18 Jun 2024
CoAScore: Chain-of-Aspects Prompting for NLG Evaluation Peiyuan Gong Jiaxin Mao ELM 46 10 0 16 Dec 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
Perturbation CheckLists for Evaluating NLG Evaluation Metrics Ananya B. Sai Tanay Dixit D. Y. Sheth S. Mohan Mitesh M. Khapra AAML 97 55 0 13 Sep 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 170 3,504 0 10 Jun 2015