BooookScore: A systematic exploration of book-length summarization in the era of LLMs

1 October 2023

Kyle Lo

Papers citing "BooookScore: A systematic exploration of book-length summarization in the era of LLMs"

20 / 70 papers shown

Title
On the Evaluation of Machine-Generated Reports James Mayfield Eugene Yang Dawn J Lawrie Sean MacAvaney Paul McNamee ... Orion Weller Efsun Kayi Kate Sanders Marc Mason Noah Hibbler ALM 109 12 0 02 May 2024
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective Mingyu Huang Ke Li 39 0 0 22 Apr 2024
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works Xinfeng Yuan Siyu Yuan Yuhan Cui Tianhe Lin Xintao Wang Rui Xu Jiangjie Chen Deqing Yang LLMAG 45 19 0 19 Apr 2024
Characterizing Multimodal Long-form Summarization: A Case Study on Financial Reports Tianyu Cao Natraj Raman Danial Dervovic Chenhao Tan 37 4 0 09 Apr 2024
S3LLM: Large-Scale Scientific Software Understanding with LLMs using Source, Metadata, and Document Kareem Shaik Dali Wang Weijian Zheng Qinglei Cao Heng Fan Peter Schwartz Yunhe Feng 30 1 0 15 Mar 2024
A Modular Approach for Multimodal Summarization of TV Shows Louis Mahon Mirella Lapata 29 10 0 06 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 80 0 05 Mar 2024
LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset Ahmed Izzidien Holli Sargeant Felix Steffek AILaw ELM 44 7 0 04 Mar 2024
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers Melanie Subbiah Sean Zhang Lydia B. Chilton Kathleen McKeown 54 14 0 02 Mar 2024
Evaluating Very Long-Term Conversational Memory of LLM Agents A. Maharana Dong-Ho Lee Sergey Tulyakov Mohit Bansal Francesco Barbieri Yuwei Fang LLMAG 24 68 0 27 Feb 2024
LLM-based NLG Evaluation: Current Status and Challenges Mingqi Gao Xinyu Hu Jie Ruan Xiao Pu Xiaojun Wan ELM LM&MA 71 30 0 02 Feb 2024
Analyzing Regional Impacts of Climate Change using Natural Language Processing Techniques Tanwi Mallick John Murphy Joshua Bergerson Duane R. Verner John K Hutchison L. Levy 27 4 0 11 Jan 2024
Fair Abstractive Summarization of Diverse Perspectives Yusen Zhang Nan Zhang Yixin Liu Alexander R. Fabbri Junru Liu ... Caiming Xiong Jieyu Zhao Dragomir R. Radev Kathleen McKeown Rui Zhang 38 8 0 14 Nov 2023
On Context Utilization in Summarization with Large Language Models Mathieu Ravaut Aixin Sun Nancy F. Chen Shafiq Joty 44 13 0 16 Oct 2023
Summarization is (Almost) Dead Xiao Pu Mingqi Gao Xiaojun Wan HILM 81 39 0 18 Sep 2023
Retrieving Evidence from EHRs with LLMs: Possibilities and Challenges Hiba Ahsan Denis Jered McInerney Jisoo Kim Christopher Potter Geoffrey S. Young Silvio Amir Byron C. Wallace 27 12 0 08 Sep 2023
Using Natural Language Explanations to Rescale Human Judgments Manya Wadhwa Jifan Chen Junyi Jessy Li Greg Durrett 43 8 0 24 May 2023
Speak, Memory: An Archaeology of Books Known to ChatGPT/GPT-4 Kent K. Chang Mackenzie Cramer Sandeep Soni David Bamman RALM 152 114 0 28 Apr 2023
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 62 30 0 21 Sep 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 78 44 0 23 May 2022