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"

50 / 70 papers shown

Title
HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights Ozan Gokdemir Carlo Siebenschuh Alexander Brace Azton Wells Brian Hsu ... A. Anandkumar Ian Foster R. Stevens V. Vishwanath A. Ramanathan VLM 37 0 0 07 May 2025
Towards Long Context Hallucination Detection Siyi Liu Kishaloy Halder Zheng Qi Wei Xiao Nikolaos Pappas Phu Mon Htut Neha Anna John Yassine Benajiba Dan Roth HILM 77 0 0 28 Apr 2025
Large Language Models as Span Annotators Zdeněk Kasner Vilém Zouhar Patrícia Schmidtová Ivan Kartáč Kristýna Onderková Ondřej Plátek Dimitra Gkatzia Saad Mahamood Ondrej Dusek Simone Balloccu ALM 40 0 0 11 Apr 2025
Harnessing the Unseen: The Hidden Influence of Intrinsic Knowledge in Long-Context Language Models Yu Fu Haz Sameen Shahgir Hui Liu Xianfeng Tang Qi He Yue Dong KELM 62 0 0 11 Apr 2025
YourBench: Easy Custom Evaluation Sets for Everyone Shivalika Singh Clémentine Fourrier Alina Lozovskia Thomas Wolf Gokhan Tur Dilek Hakkani-Tur 42 3 0 02 Apr 2025
Focus Directions Make Your Language Models Pay More Attention to Relevant Contexts Youxiang Zhu Ruochen Li Danqing Wang Daniel Haehn Xiaohui Liang LRM 66 1 0 30 Mar 2025
BitDecoding: Unlocking Tensor Cores for Long-Context LLMs Decoding with Low-Bit KV Cache Dayou Du Shijie Cao Jianyi Cheng Ting Cao M. Yang MQ 213 0 0 24 Mar 2025
Improving the End-to-End Efficiency of Offline Inference for Multi-LLM Applications Based on Sampling and Simulation Jingzhi Fang Yanyan Shen Yansen Wang Lei Chen 47 2 0 21 Mar 2025
LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations Ibrahim Al Azhar Venkata Devesh Reddy Hamed Alhoori A. Akella 50 4 0 08 Mar 2025
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law T. Y. S. S. Santosh Mahmoud Aly O. Ichim Matthias Grabmair AILaw ELM 95 0 0 05 Mar 2025
Parameter-free Video Segmentation for Vision and Language Understanding Louis Mahon Mirella Lapata VLM 41 2 0 03 Mar 2025
CLIPPER: Compression enables long-context synthetic data generation Chau Minh Pham Yapei Chang Mohit Iyyer SyDa 87 1 0 21 Feb 2025
Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models A. Narayan D. Biderman Sabri Eyuboglu Avner May Scott W. Linderman James Zou Christopher Ré 63 1 0 21 Feb 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches Adithya Pratapa Teruko Mitamura 94 1 0 10 Feb 2025
Context-Aware Hierarchical Merging for Long Document Summarization Litu Ou Mirella Lapata MoMe 268 1 0 03 Feb 2025
The FACTS Grounding Leaderboard: Benchmarking LLMs' Ability to Ground Responses to Long-Form Input Alon Jacovi Andrew Wang Chris Alberti Connie Tao Jon Lipovetz ... Rachana Fellinger Rui Wang Zizhao Zhang Sasha Goldshtein Dipanjan Das HILM ALM 96 13 0 06 Jan 2025
CaseSumm: A Large-Scale Dataset for Long-Context Summarization from U.S. Supreme Court Opinions Mourad Heddaya Kyle MacMillan Anup Malani Hongyuan Mei Chenhao Tan AILaw ELM 39 0 0 03 Jan 2025
Is my Meeting Summary Good? Estimating Quality with a Multi-LLM Evaluator Frederic Kirstein Terry Ruas Bela Gipp 92 2 0 27 Nov 2024
On Positional Bias of Faithfulness for Long-form Summarization David Wan Jesse Vig Joey Tianyi Zhou Shafiq Joty HILM 60 5 0 31 Oct 2024
What is Wrong with Perplexity for Long-context Language Modeling? Lizhe Fang Yifei Wang Zhaoyang Liu Chenheng Zhang Stefanie Jegelka Jinyang Gao Bolin Ding Yisen Wang 69 6 0 31 Oct 2024
ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage Taewhoo Lee Chanwoong Yoon Kyochul Jang Donghyeon Lee Minju Song Hyunjae Kim Jaewoo Kang ELM 35 1 0 22 Oct 2024
PODTILE: Facilitating Podcast Episode Browsing with Auto-generated Chapters Azin Ghazimatin Ekaterina Garmash Gustavo Penha Kristen Sheets Martin Achenbach ... Ben Carterette Ann Clifton Paul N. Bennett C. Hauff M. Lalmas 31 2 0 21 Oct 2024
CAP: Data Contamination Detection via Consistency Amplification Yi Zhao Jing Li Linyi Yang 34 1 0 19 Oct 2024
Tell me what I need to know: Exploring LLM-based (Personalized) Abstractive Multi-Source Meeting Summarization Frederic Kirstein Terry Ruas Robert Kratel Bela Gipp 26 2 0 18 Oct 2024
ScreenWriter: Automatic Screenplay Generation and Movie Summarisation Louis Mahon Mirella Lapata 31 2 0 17 Oct 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 75 2 0 17 Oct 2024
BookWorm: A Dataset for Character Description and Analysis Argyrios Papoudakis Mirella Lapata Frank Keller 23 1 0 14 Oct 2024
LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English T. Y. S. S. Santosh Cornelius Weiss Matthias Grabmair AILaw ELM 49 2 0 12 Oct 2024
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding Jingyang Deng Zhengyang Shen Boyang Wang Lixin Su Suqi Cheng Ying Nie Junfeng Wang Dawei Yin Jinwen Ma 39 1 0 09 Oct 2024
How to Train Long-Context Language Models (Effectively) Tianyu Gao Alexander Wettig Howard Yen Danqi Chen RALM 72 39 0 03 Oct 2024
HELMET: How to Evaluate Long-Context Language Models Effectively and Thoroughly Howard Yen Tianyu Gao Minmin Hou Ke Ding Daniel Fleischer Peter Izsak Moshe Wasserblat Danqi Chen ALM ELM 62 26 0 03 Oct 2024
Code Generation and Algorithmic Problem Solving Using Llama 3.1 405B Aniket Deroy Subhankar Maity 43 4 0 26 Sep 2024
Enriching Datasets with Demographics through Large Language Models: What's in a Name? Khaled AlNuaimi Gautier Marti Mathieu Ravaut Abdulla Alketbi Andreas Henschel Raed Jaradat 33 1 0 17 Sep 2024
CREAM: Comparison-Based Reference-Free ELO-Ranked Automatic Evaluation for Meeting Summarization Ziwei Gong Lin Ai Harshsaiprasad Deshpande Alexander Johnson Emmy Phung Zehui Wu Ahmad Emami Julia Hirschberg 44 2 0 17 Sep 2024
uMedSum: A Unified Framework for Advancing Medical Abstractive Summarization Aishik Nagar Yutong Liu Andy T. Liu Viktor Schlegel Vijay Prakash Dwivedi Arun-Kumar Kaliya-Perumal Guna Pratheep Kalanchiam Yili Tang R. Tan 29 1 0 22 Aug 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback Eunseop Yoon Hee Suk Yoon Soohwan Eom Gunsoo Han D. W. Nam DaeJin Jo Kyoung-Woon On M. Hasegawa-Johnson Sungwoong Kim C. Yoo ALM 38 15 0 23 Jul 2024
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 51 5 0 20 Jul 2024
What's Wrong? Refining Meeting Summaries with LLM Feedback Frederic Kirstein Terry Ruas Bela Gipp 54 7 0 16 Jul 2024
STORYSUMM: Evaluating Faithfulness in Story Summarization Melanie Subbiah Faisal Ladhak Akankshya Mishra Griffin Adams Lydia B. Chilton Kathleen McKeown 50 4 0 09 Jul 2024
EVA-Score: Evaluation of Long-form Summarization on Informativeness through Extraction and Validation Yuchen Fan Xin Zhong Chengsi Wang Gaoche Wu Bowen Zhou 34 2 0 06 Jul 2024
Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization Aniket Deroy Kripabandhu Ghosh Saptarshi Ghosh ELM AILaw 53 16 0 06 Jul 2024
On Large Language Models in National Security Applications William N. Caballero Phillip R. Jenkins ELM 44 7 0 03 Jul 2024
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Philippe Laban Alexander R. Fabbri Caiming Xiong Chien-Sheng Wu RALM 51 41 0 01 Jul 2024
Detection and Measurement of Syntactic Templates in Generated Text Chantal Shaib Yanai Elazar Junyi Jessy Li Byron C. Wallace 54 16 0 28 Jun 2024
Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters Zhiyu Guo Hidetaka Kamigaito Taro Watanabe 38 20 0 18 Jun 2024
A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models Haopeng Zhang Philip S. Yu Jiawei Zhang 37 17 0 17 Jun 2024
Distilling Opinions at Scale: Incremental Opinion Summarization using XL-OPSUMM Sri Raghava Muddu Rupasai Rangaraju Tejpalsingh Siledar Swaroop Nath Pushpak Bhattacharyya ... Suman Banerjee Amey Patil M. Chelliah Sudhanshu Singh Nikesh Garera ELM LRM 55 1 0 16 Jun 2024
AutoSurvey: Large Language Models Can Automatically Write Surveys Yidong Wang Qi Guo Wenjin Yao Hongbo Zhang Xin Zhang ... Mengdi Zhang Qingsong Wen Wei Ye Shikun Zhang Yue Zhang LM&MA 30 19 0 10 Jun 2024
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation Yan Ma Yu Qiao Pengfei Liu 40 5 0 09 Jun 2024
Multimodal Reasoning with Multimodal Knowledge Graph Junlin Lee Yequan Wang Jing Li Min Zhang 44 15 0 04 Jun 2024