Learning Evaluation Models from Large Language Models for Sequence Generation

Learning Evaluation Models from Large Language Models for Sequence Generation

8 August 2023

Chunliang Zhang

Yue Zhang

Jingbo Zhu

Papers citing "Learning Evaluation Models from Large Language Models for Sequence Generation"

11 / 11 papers shown

Title
Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models Shuliang Liu Xinze Li Zhenghao Liu Yukun Yan Cheng Yang Zheni Zeng Zhiyuan Liu Maosong Sun Ge Yu RALM 83 1 0 26 Feb 2025
Hybrid Alignment Training for Large Language Models Chenglong Wang Hang Zhou Kaiyan Chang Bei Li Yongyu Mu Tong Xiao Tongran Liu Jingbo Zhu 23 4 0 21 Jun 2024
Prior Constraints-based Reward Model Training for Aligning Large Language Models Hang Zhou Chenglong Wang Yimin Hu Tong Xiao Chunliang Zhang Jingbo Zhu ALM 28 2 0 01 Apr 2024
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 198 283 0 03 May 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 201 559 0 03 May 2023
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models Junmo Kang Wei-ping Xu Alan Ritter 25 15 0 02 May 2023
ICE-Score: Instructing Large Language Models to Evaluate Code Terry Yue Zhuo ELM ALM 27 38 0 27 Apr 2023
Large Language Models are Diverse Role-Players for Summarization Evaluation Ning Wu Ming Gong Linjun Shou Shining Liang Daxin Jiang 57 44 0 27 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 301 11,730 0 04 Mar 2022
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer Huiyuan Lai Antonio Toral Malvina Nissim 22 56 0 14 May 2021
Teaching Machines to Read and Comprehend Karl Moritz Hermann Tomás Kociský Edward Grefenstette L. Espeholt W. Kay Mustafa Suleyman Phil Blunsom 167 3,504 0 10 Jun 2015