Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation

15 May 2025

Papers citing "Are LLM-generated plain language summaries truly understandable? A large-scale crowdsourced evaluation"

7 / 7 papers shown

Title
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization Yue Guo Tal August Gondy Leroy T. Cohen Lucy Lu Wang 105 9 0 23 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,631 0 15 Mar 2023
Paragraph-level Simplification of Medical Texts Ashwin Devaraj Iain J. Marshall Byron C. Wallace Junjie Li MedIm 53 93 0 12 Apr 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews Yue Guo Weijian Qiu Yizhong Wang T. Cohen 69 78 0 23 Dec 2020
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Daniel Deutsch Tania Bedrax-Weiss Dan Roth 65 113 0 01 Oct 2020
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
BLEU is Not Suitable for the Evaluation of Text Simplification Elior Sulem Omri Abend A. Rappoport 53 193 0 14 Oct 2018