SurveySum: A Dataset for Summarizing Multiple Scientific Articles into a Survey Section

Okapi at TREC-3

Stephen E. Robertson, Steve Walker, Susan Jones, Micheline Hancock-Beaulieu, and Mike Gatford · 1994

Earlier work this paper cites.

Automatic summarization

Ani Nenkova and Kathleen McKeown · 2011

Earlier work this paper cites.

Multi-news: a large-scale multi-document summarization dataset and abstractive hierarchical model, 2019

Alexander R. Fabbri, Irene Li, Tianwei She, Suyi Li, and Dragomir R. Radev · 2019

Earlier work this paper cites.

Billion-scale similarity search with GPUs

Jeff Johnson, Matthijs Douze, and Hervé Jégou · 2019

Earlier work this paper cites.

Document expansion by query prediction, 2019

Rodrigo Nogueira, Wei Yang, Jimmy Lin, and Kyunghyun Cho · 2019

Earlier work this paper cites.

ScisummNet: A large annotated corpus and content-impact models for scientific paper summarization with citation networks

Michihiro Yasunaga, Jungo Kasai, Rui Zhang, Alexander Fabbri, Irene Li, Dan Friedman, and Dragomir Radev · 2019

Earlier work this paper cites.

Language Models are Few-Shot Learners, 2020

Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei · 2020

Cited alongside, same era.

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Arman Cohan, Sergey Feldman, Iz Beltagy, Doug Downey, and Daniel S. Weld · 2020

Cited alongside, same era.

A large-scale multi-document summarization dataset from the wikipedia current events portal, 2020

Demian Gholipour Ghalandari, Chris Hokamp, Nghia The Pham, John Glover, and Georgiana Ifrim · 2020

Cited alongside, same era.

Multi-xscience: A large-scale dataset for extreme multi-document summarization of scientific articles, 2020

Yao Lu, Yue Dong, and Laurent Charlin · 2020

Cited alongside, same era.

Document ranking with a pretrained sequence-to-sequence model

SumPubMed: Summarization dataset of PubMed scientific articles

Vivek Gupta, Prerna Bharti, Pegah Nokhiz, and Harish Karnick · 2021

Later among the works it cites.

An empirical survey on long document summarization: Datasets, models, and metrics

Huan Yee Koh, Jiaxin Ju, Ming Liu, and Shirui Pan · 2022

Later among the works it cites.

Generating a structured summary of numerous academic papers: Dataset and method

Shuaiqi LIU, Jiannong Cao, Ruosong Yang, and Zhiyuan Wen · 2022

Later among the works it cites.

Long text and multi-table summarization: Dataset and method, 2023

Shuaiqi Liu, Jiannong Cao, Ruosong Yang, and Zhiyuan Wen · 2023

Later among the works it cites.

G-eval: Nlg evaluation using gpt-4 with better human alignment

Yang Liu, Dan Iter, Yichong Xu, Shuo Wang, Ruochen Xu, and Chenguang Zhu · 2023

Later among the works it cites.

Check-eval: A checklist-based approach for evaluating text quality, 2024