Exploring the Use of Large Language Models for Reference-Free Text
Quality Evaluation: An Empirical Study

Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study

3 April 2023

Ruifeng Xu

Papers citing "Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study"

14 / 14 papers shown

Title
Recursive Training Loops in LLMs: How training data properties modulate distribution shift in generated data? Grgur Kovač Jérémy Perez Rémy Portelas Peter Ford Dominey Pierre-Yves Oudeyer 33 0 0 04 Apr 2025
Robust Reinforcement Learning from Human Feedback for Large Language Models Fine-Tuning Kai Ye Hongyi Zhou Jin Zhu Francesco Quinzan C. Shi 23 1 0 03 Apr 2025
Real-Time Evaluation Models for RAG: Who Detects Hallucinations Best? Ashish Sardana HILM VLM 73 0 0 27 Mar 2025
Think Together and Work Better: Combining Humans' and LLMs' Think-Aloud Outcomes for Effective Text Evaluation SeongYeub Chu JongWoo Kim MunYong Yi 55 3 0 21 Feb 2025
Decision Information Meets Large Language Models: The Future of Explainable Operations Research Yansen Zhang Qingcan Kang Wing-Yin Yu Hailei Gong Xiaojin Fu Xiongwei Han Tao Zhong Chen Ma OffRL 46 1 0 14 Feb 2025
LLM-Enhanced Multiple Instance Learning for Joint Rumor and Stance Detection with Social Context Information Ruichao Yang Jing Ma Wei Gao Hongzhan Lin 63 0 0 13 Feb 2025
Aligning with Human Judgement: The Role of Pairwise Preference in Large Language Model Evaluators Yinhong Liu Han Zhou Zhijiang Guo Ehsan Shareghi Ivan Vulić Anna Korhonen Nigel Collier ALM 128 68 0 20 Jan 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
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates Hui Wei Shenghua He Tian Xia Andy H. Wong Jingyang Lin Mei Han Mei Han ALM ELM 59 23 0 23 Aug 2024
SETTP: Style Extraction and Tunable Inference via Dual-level Transferable Prompt Learning Chunzhen Jin Yongfeng Huang Yaqi Wang Peng Cao Osmar Zaiane VLM 29 1 0 22 Jul 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 41 3 0 21 May 2024
An Emulator for Fine-Tuning Large Language Models using Small Language Models Eric Mitchell Rafael Rafailov Archit Sharma Chelsea Finn Christopher D. Manning ALM 27 51 0 19 Oct 2023
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study M. Song Haiyun Jiang Shuming Shi Songfang Yao Shilong Lu Yi Feng Huafeng Liu L. Jing 55 26 0 23 Mar 2023
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 303 11,881 0 04 Mar 2022