ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary

Towards automated related work summarization20

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Language models are unsupervised multitask learners

Alec Radford, Jeff Wu, Rewon Child, David Luan, Dario Amodei, and Ilya Sutskever. 2019 · 2019

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Automatic related work section generation: experiments in scientific document abstracting

Ahmed AbuRa’ed, Horacio Saggion, Alexander Shvets, and Àlex Bravo. 2020 · 2020

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Language models are few-shot learners

Original

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 · 2020

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Toc-rwg: Explore the combination of topic model and citation information for automatic related work generation

Pancheng Wang, Shasha Li, Haifang Zhou, Jintao Tang, and Ting Wang. 2020 · 2020

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Automatic generation of citation texts in scholarly papers: A pilot study

Original

Xinyu Xing, Xiaosheng Fan, and Xiaojun Wan. 2020 · 2020

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Capturing relations between scientific papers: An abstractive model for related work section generation

Xiuying Chen, Hind Alamro, Mingzhe Li, Shen Gao, Xiangliang Zhang, Dongyan Zhao, and Rui Yan. 2021 · 2021

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BACO: A background knowledge- and content-based framework for citing sentence generation

Yubin Ge, Ly Dinh, Xiaofeng Liu, Jinsong Su, Ziyao Lu, Ante Wang, and Jana Diesner. 2021 · 2021

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Target-aware abstractive related work generation with contrastive learning

Xiuying Chen, Hind Alamro, Li Mingzhe, Shen Gao, Rui Yan, Xin Gao, and Xiangliang Zhang. 2022 · 2022

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Automatic related work section in scientific article: Research trends and future directions

Army Justitia and Hei-Chia Wang. 2022 · 2022

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Training language models to follow instructions with human feedback

Long Ouyang, Jeffrey Wu, Xu Jiang, Diogo Almeida, Carroll Wainwright, Pamela Mishkin, Chong Zhang, Sandhini Agarwal, Katarina Slama, Alex Ray, et al. 2022 · 2022

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News summarization and evaluation in the era of gpt-3

Original

Tanya Goyal, Junyi Jessy Li, and Greg Durrett. 2023 · 2023

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The role of chatgpt in scientific communication: writing better scientific review articles

Jingshan Huang and Ming Tan. 2023 · 2023

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

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

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Chain-of-thought prompting elicits reasoning in large language models

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Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou. 2023 · 2023

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Litllm: A toolkit for scientific literature review