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

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

18 May 2021
Wojciech Kry'sciñski
Nazneen Rajani
Divyansh Agarwal
Caiming Xiong
Dragomir R. Radev
    RALM
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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
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
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
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
91
10
0
30 Oct 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative
  Understanding
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
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
Question-focused Summarization by Decomposing Articles into Facts and Opinions and Retrieving Entities
Krutika Sarode
Shashidhar Reddy Javaji
Vishal Kalakonnavar
AIFin
25
2
0
07 Oct 2023
BooookScore: A systematic exploration of book-length summarization in
  the era of LLMs
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
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
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
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
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
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
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
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
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
AWESOME: GPU Memory-constrained Long Document Summarization using Memory Mechanism and Global Salient Content
Shuyang Cao
Lu Wang
22
5
0
24 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics
Huan Yee Koh
Jiaxin Ju
Ming Liu
Shirui Pan
75
122
0
03 Jul 2022
Conditional Generation with a Question-Answering Blueprint
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
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
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
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
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
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
ChapterBreak: A Challenge Dataset for Long-Range Language Models
Simeng Sun
Katherine Thai
Mohit Iyyer
10
19
0
22 Apr 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing
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
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
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
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
16
55
0
15 Mar 2022
Data-to-text Generation with Variational Sequential Planning
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
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
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
Recursively Summarizing Books with Human Feedback
Jeff Wu
Long Ouyang
Daniel M. Ziegler
Nissan Stiennon
Ryan J. Lowe
Jan Leike
Paul Christiano
ALM
32
294
0
22 Sep 2021
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