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2205.11465
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SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
23 May 2022
Alex Jinpeng Wang
Richard Yuanzhe Pang
Angelica Chen
Jason Phang
Samuel R. Bowman
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Papers citing
"SQuALITY: Building a Long-Document Summarization Dataset the Hard Way"
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Title
MiniLongBench: The Low-cost Long Context Understanding Benchmark for Large Language Models
Zhongzhan Huang
Guoming Ling
Shanshan Zhong
Hefeng Wu
Liang Lin
41
0
0
26 May 2025
Towards Artificial Intelligence Research Assistant for Expert-Involved Learning
Tianyu Liu
Simeng Han
Xiao Luo
Haoyu Wang
Pan Lu
...
Arman Cohan
Hua Xu
Mark B. Gerstein
James Zou
Hongyu Zhao
83
1
0
03 May 2025
A Survey on Transformer Context Extension: Approaches and Evaluation
Yijun Liu
Jinzheng Yu
Yang Xu
Zhongyang Li
Qingfu Zhu
LLMAG
135
3
0
17 Mar 2025
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI
Aaron Langford
A. Shah
Abhanshu Gupta
Abhimanyu Bhatter
...
Benjamin Biggs
Benjamin Ott
Bhanu Vinzamuri
Bharath Venkatesh
Bhavana Ganesh
30
21
0
17 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Abdelrahman Abouelenin
Atabak Ashfaq
Adam Atkinson
Hany Awadalla
Nguyen Bach
...
Ishmam Zabir
Yunan Zhang
Li Zhang
Yanzhe Zhang
Xiren Zhou
MoE
SyDa
125
71
0
03 Mar 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models
Ben Malin
Tatiana Kalganova
Nikoloas Boulgouris
HILM
138
2
0
03 Jan 2025
Does This Summary Answer My Question? Modeling Query-Focused Summary Readers with Rational Speech Acts
Cesare Spinoso-Di Piano
Jackie Chi Kit Cheung
88
0
0
10 Nov 2024
The State and Fate of Summarization Datasets: A Survey
Noam Dahan
Gabriel Stanovsky
HILM
187
0
0
07 Nov 2024
Learning to Rank Salient Content for Query-focused Summarization
Sajad Sotudeh
Nazli Goharian
104
1
0
01 Nov 2024
Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs
Haozhen Zhang
Tao Feng
Jiaxuan You
AI4TS
RALM
137
5
0
14 Oct 2024
Synthetic continued pretraining
Zitong Yang
Neil Band
Shuangping Li
Emmanuel Candès
Tatsunori Hashimoto
CLL
SyDa
105
16
0
11 Sep 2024
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
Liliang Ren
Yang Liu
Yadong Lu
Yelong Shen
Chen Liang
Weizhu Chen
Mamba
185
69
0
11 Jun 2024
MASSW: A New Dataset and Benchmark Tasks for AI-Assisted Scientific Workflows
Xingjian Zhang
Yutong Xie
Jin Huang
Jinge Ma
Zhaoying Pan
...
Ziyang Xiong
Tolga Ergen
Dongsub Shim
Honglak Lee
Qiaozhu Mei
107
12
0
10 Jun 2024
MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization
Xiaobo Guo
Soroush Vosoughi
74
0
0
05 Jun 2024
Revealing Trends in Datasets from the 2022 ACL and EMNLP Conferences
Jesse Atuhurra
Hidetaka Kamigaito
99
0
0
31 Mar 2024
LexAbSumm: Aspect-based Summarization of Legal Decisions
Santosh T.Y.S.S
Mahmoud Aly
Matthias Grabmair
AILaw
ELM
65
6
0
31 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
249
96
0
05 Mar 2024
Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers
Melanie Subbiah
Sean Zhang
Lydia B. Chilton
Kathleen McKeown
119
15
0
02 Mar 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy
Liyan Xu
Zhenlin Su
Mo Yu
Jin Xu
Jinho D. Choi
Jie Zhou
Fei Liu
HILM
99
2
0
20 Feb 2024
Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts
Xiaobo Guo
Soroush Vosoughi
93
1
0
16 Feb 2024
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
Hailin Chen
Fangkai Jiao
Xingxuan Li
Chengwei Qin
Mathieu Ravaut
Ruochen Zhao
Caiming Xiong
Shafiq Joty
ELM
CLL
AI4MH
LRM
ALM
154
28
0
28 Nov 2023
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms
Aditi Jha
Sam Havens
Jeremey Dohmann
Alex Trott
Jacob P. Portes
ALM
52
11
0
22 Nov 2023
GPQA: A Graduate-Level Google-Proof Q&A Benchmark
David Rein
Betty Li Hou
Asa Cooper Stickland
Jackson Petty
Richard Yuanzhe Pang
Julien Dirani
Julian Michael
Samuel R. Bowman
AI4MH
ELM
183
738
0
20 Nov 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts?
Jiaqi Li
Mengmeng Wang
Zilong Zheng
Muhan Zhang
ELM
RALM
100
134
0
08 Nov 2023
BooookScore: A systematic exploration of book-length summarization in the era of LLMs
Yapei Chang
Kyle Lo
Tanya Goyal
Mohit Iyyer
ALM
159
117
0
01 Oct 2023
ODSum: New Benchmarks for Open Domain Multi-Document Summarization
Yijie Zhou
Kejian Shi
Wencai Zhang
Yixin Liu
Yilun Zhao
Arman Cohan
RALM
77
2
0
16 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
129
156
0
20 Jul 2023
QontSum: On Contrasting Salient Content for Query-focused Summarization
Sajad Sotudeh
Nazli Goharian
81
3
0
14 Jul 2023
Hybrid Long Document Summarization using C2F-FAR and ChatGPT: A Practical Study
Guang Lu
Sylvia B. Larcher
Tu-Anh Tran
53
9
0
01 Jun 2023
Using Natural Language Explanations to Rescale Human Judgments
Manya Wadhwa
Jifan Chen
Junyi Jessy Li
Greg Durrett
88
8
0
24 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding
Uri Shaham
Maor Ivgi
Avia Efrat
Jonathan Berant
Omer Levy
VLM
119
141
0
23 May 2023
The Current State of Summarization
Fabian Retkowski
78
6
0
08 May 2023
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
Xianjun Yang
Yan Li
Xinlu Zhang
Haifeng Chen
Wei Cheng
AI4MH
107
186
0
16 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
71
96
0
30 Jan 2023
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization
Artidoro Pagnoni
Alexander R. Fabbri
Wojciech Kry'sciñski
Chien-Sheng Wu
RALM
118
18
0
20 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
65
24
0
19 Dec 2022
What is Wrong with Language Models that Can Not Tell a Story?
Ivan P. Yamshchikov
Alexey Tikhonov
75
7
0
09 Nov 2022
Investigating Efficiently Extending Transformers for Long Input Summarization
Jason Phang
Yao-Min Zhao
Peter J. Liu
RALM
LLMAG
85
63
0
08 Aug 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Sebastian Gehrmann
Abhik Bhattacharjee
Abinaya Mahendiran
Alex Jinpeng Wang
Alexandros Papangelis
...
Yacine Jernite
Yi Xu
Yisi Sang
Yixin Liu
Yufang Hou
118
39
0
22 Jun 2022
Block-Recurrent Transformers
DeLesley S. Hutchins
Imanol Schlag
Yuhuai Wu
Ethan Dyer
Behnam Neyshabur
105
100
0
11 Mar 2022
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