BookSum: A Collection of Datasets for Long-form Narrative Summarization

18 May 2021

Papers citing "BookSum: A Collection of Datasets for Long-form Narrative Summarization"

50 / 105 papers shown

Title
LongStory: Coherent, Complete and Length Controlled Long story Generation Kyeongman Park Nakyeong Yang Kyomin Jung 35 4 0 26 Nov 2023
Content Significance Distribution of Sub-Text Blocks in Articles and Its Application to Article-Organization Assessment You Zhou Jie Wang 17 2 0 03 Nov 2023
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models Wai-Chung Kwan Xingshan Zeng Yufei Wang Yusen Sun Liangyou Li Lifeng Shang Qun Liu Kam-Fai Wong ELM 94 10 0 30 Oct 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding Lixing Zhu Runcong Zhao Lin Gui Yulan He 44 4 0 28 Oct 2023
Surveying the Landscape of Text Summarization with Deep Learning: A Comprehensive Review Guanghua Wang Weili Wu AI4TS AILaw 38 3 0 13 Oct 2023
Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities Krutika Sarode Shashidhar Reddy Javaji Vishal Kalakonnavar AIFin 28 2 0 07 Oct 2023
BooookScore: A systematic exploration of book-length summarization in the era of LLMs Yapei Chang Kyle Lo Tanya Goyal Mohit Iyyer ALM 21 106 0 01 Oct 2023
WASA: WAtermark-based Source Attribution for Large Language Model-Generated Data Jingtan Wang Xinyang Lu Zitong Zhao Zhongxiang Dai Chuan-Sheng Foo See-Kiong Ng K. H. Low WaLM 57 14 0 01 Oct 2023
DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models S. A. Jacobs Masahiro Tanaka Chengming Zhang Minjia Zhang L. Song Samyam Rajbhandari Yuxiong He 25 103 0 25 Sep 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chen An Shansan Gong Ming Zhong Xingjian Zhao Mukai Li Jun Zhang Lingpeng Kong Xipeng Qiu ELM ALM 40 132 0 20 Jul 2023
Mapping Brains with Language Models: A Survey Antonia Karamolegkou Mostafa Abdou Anders Søgaard 16 9 0 08 Jun 2023
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization Alessandro Sciré Simone Conia Simone Ciciliano Roberto Navigli VLM 8 5 0 07 Jun 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study Guang Lu Sylvia B. Larcher Tu-Anh Tran 19 9 0 01 Jun 2023
Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization Dongqi Pu Yifa Wang Vera Demberg 29 21 0 26 May 2023
Neural Natural Language Processing for Long Texts: A Survey on Classification and Summarization Dimitrios Tsirmpas Ioannis Gkionis Georgios Th. Papadopoulos Ioannis Mademlis AILaw AI4TS AI4CE 28 17 0 25 May 2023
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content Shuyang Cao Lu Wang 24 5 0 24 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding Uri Shaham Maor Ivgi Avia Efrat Jonathan Berant Omer Levy VLM 32 126 0 23 May 2023
NarrativeXL: A Large-scale Dataset For Long-Term Memory Models A. Moskvichev Ky-Vinh Mai RALM 13 1 0 23 May 2023
Personality Understanding of Fictional Characters during Book Reading Mo Yu JiangNan Li Shunyu Yao Wenjie Pang Xiaochen Zhou Zhou Xiao Fandong Meng Jie Zhou 26 16 0 17 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 96 122 0 02 May 2023
AbLit: A Resource for Analyzing and Generating Abridged Versions of English Literature Melissa Roemmele Kyle Shaffer Katrina Olsen Yiyi Wang Steve DeNeefe 19 1 0 13 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 19 21 0 08 Feb 2023
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization Kalpesh Krishna Erin Bransom Bailey Kuehl Mohit Iyyer Pradeep Dasigi Arman Cohan Kyle Lo 14 89 0 30 Jan 2023
Training language models to summarize narratives improves brain alignment Khai Loong Aw Mariya Toneva 30 24 0 21 Dec 2022
OASum: Large-Scale Open Domain Aspect-based Summarization Xianjun Yang Kaiqiang Song Sangwoo Cho Xiaoyang Wang Xiaoman Pan Linda R. Petzold Dong Yu RALM 26 24 0 19 Dec 2022
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization Chao Zhao Faeze Brahman Kaiqiang Song Wenlin Yao Dian Yu Snigdha Chaturvedi HILM 26 6 0 02 Dec 2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing Divyansh Agarwal Alexander R. Fabbri Simeng Han Wojciech Kry'sciñski Faisal Ladhak B. Li Kathleen McKeown Dragomir R. Radev Tianyi Zhang Sam Wiseman 23 5 0 10 Nov 2022
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection Hardy Hardy Miguel Ballesteros Faisal Ladhak Muhammad Khalifa Vittorio Castelli Kathleen McKeown 41 1 0 09 Nov 2022
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts Rajdeep Mukherjee Abhinav Bohra Akash Banerjee Soumya Sharma Manjunath Hegde ... Shivani Shrivastava Koustuv Dasgupta Niloy Ganguly Saptarshi Ghosh Pawan Goyal RALM 41 44 0 22 Oct 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 29 385 0 26 Sep 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 54 30 0 21 Sep 2022
To Adapt or to Fine-tune: A Case Study on Abstractive Summarization Zheng Zhao Pinzhen Chen 11 3 0 30 Aug 2022
Investigating Efficiently Extending Transformers for Long Input Summarization Jason Phang Yao-Min Zhao Peter J. Liu RALM LLMAG 29 63 0 08 Aug 2022
Template-based Abstractive Microblog Opinion Summarisation I. Bilal Bo Wang Adam Tsakalidis Dong Nguyen Rob Procter M. Liakata 22 10 0 08 Aug 2022
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics Huan Yee Koh Jiaxin Ju Ming Liu Shirui Pan 78 122 0 03 Jul 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 57 47 0 01 Jul 2022
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities Zejiang Shen Kyle Lo L. Yu N. Dahlberg Margo Schlanger Doug Downey ELM AILaw 37 43 0 22 Jun 2022
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way Alex Jinpeng Wang Richard Yuanzhe Pang Angelica Chen Jason Phang Samuel R. Bowman 74 44 0 23 May 2022
SNaC: Coherence Error Detection for Narrative Summarization Tanya Goyal Junyi Jessy Li Greg Durrett 35 27 0 19 May 2022
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire Negar Arabzadeh Ali Ahmadvand Julia Kiseleva Yang Liu Ahmed Hassan Awadallah Ming Zhong Milad Shokouhi 16 4 0 05 May 2022
A Survey of Machine Narrative Reading Comprehension Assessments Yisi Sang Xiangyang Mou Jing Li Jeffrey Stanton Mo Yu 11 14 0 30 Apr 2022
ChapterBreak: A Challenge Dataset for Long-Range Language Models Simeng Sun Katherine Thai Mohit Iyyer 12 19 0 22 Apr 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing Yisi Sang Xiangyang Mou Mo Yu Shunyu Yao Jing Li Jeffrey Stanton 19 20 0 16 Apr 2022
Fantastic Questions and Where to Find Them: FairytaleQA -- An Authentic Dataset for Narrative Comprehension Ying Xu Dakuo Wang Mo Yu Daniel E. Ritchie Bingsheng Yao ... Xiaojuan Ma Diyi Yang Nanyun Peng Zhou Yu M. Warschauer AI4Ed 17 97 0 26 Mar 2022
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization Shuyang Cao Lu Wang 68 36 0 21 Mar 2022
Long Document Summarization with Top-down and Bottom-up Inference Bo Pang Erik Nijkamp Wojciech Kry'sciñski Silvio Savarese Yingbo Zhou Caiming Xiong RALM BDL 18 55 0 15 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 53 21 0 28 Feb 2022
Exploring Neural Models for Query-Focused Summarization Jesse Vig Alexander R. Fabbri Wojciech Kry'sciñski Chien-Sheng Wu Wenhao Liu AI4TS 6 47 0 14 Dec 2021
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents Yusen Zhang Ansong Ni Ziming Mao Chen Henry Wu Chenguang Zhu Budhaditya Deb Ahmed Hassan Awadallah Dragomir R. Radev Rui Zhang RALM 29 86 0 16 Oct 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 35 294 0 22 Sep 2021