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Despite the remarkable performance of Large Language Models (LLMs) in natural language processing tasks, they still struggle with generating logically sound arguments, resulting in potential risks such as spreading misinformation.
Fine-tuning language models from human preferences
Daniel M. Ziegler, Nisan Stiennon, Jeffrey Wu, Tom B. Brown, Alec Radford, Dario Amodei, Paul Christiano, and Geoffrey Irving. 2019 · 1909
Earlier work this paper cites.
Logic and human reasoning: an assessment of the deduction paradigm
Jonathan St BT Evans. 2002 · 2002
Earlier work this paper cites.
Bleu: a method for automatic evaluation of machine translation
Kishore Papineni, Salim Roukos, Todd Ward, and Wei-Jing Zhu. 2002 · 2002
Earlier work this paper cites.
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Kevin Clark, Minh-Thang Luong, Quoc V. Le, and Christopher D. Manning. 2020 · 2003
Earlier work this paper cites.
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Steven Bird and Edward Loper. 2004 · 2004
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Christopher W Tindale. 2007 · 2007
Earlier work this paper cites.
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Douglas Walton, Christopher Reed, and Fabrizio Macagno. 2008 · 2008
Earlier work this paper cites.
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Fabian Pedregosa, Gaël Varoquaux, Alexandre Gramfort, Vincent Michel, Bertrand Thirion, Olivier Grisel, Mathieu Blondel, Peter Prettenhofer, Ron Weiss, Vincent Dubourg, et al. 2011 · 2011
Earlier work this paper cites.
Natural language arguments: A combined approach
Elena Cabrio and Serena Villata. 2012 · 2012
Earlier work this paper cites.
History of Western Philosophy: Collectors Edition
Bertrand Russell. 2013 · 2013
Earlier work this paper cites.
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John Schulman, Filip Wolski, Prafulla Dhariwal, Alec Radford, and Oleg Klimov. 2017 · 2017
Earlier work this paper cites.
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Paul F. Christiano, Jan Leike, Tom Brown, Miljan Martic, Shane Legg, and Dario Amodei. 2017 · 2017
Earlier work this paper cites.
Argumentation quality assessment: Theory vs. practice
Henning Wachsmuth, Nona Naderi, Ivan Habernal, Yufang Hou, Graeme Hirst, Iryna Gurevych, and Benno Stein. 2017 · 2017
Earlier work this paper cites.
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Xinyu Hua, Zhe Hu, and Lu Wang. 2019 · 2019
Cited alongside, same era.
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Cited alongside, same era.
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Yang Liu, Dan Iter, Yichong Xu, Shuohang Wang, Ruochen Xu, and Chenguang Zhu. 2023 · 2023
Later among the works it cites.
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Rafael Rafailov, Archit Sharma, Eric Mitchell, Christopher D Manning, Stefano Ermon, and Chelsea Finn. 2023 · 2023
Later among the works it cites.
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