Language models are multilingual chain-of-thought reasoners
Original
Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, et al · 2022
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Active prompting with chain-of-thought for large language models
Original
Shizhe Diao, Pengcheng Wang, Yong Lin, and Tong Zhang · 2023
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Reasoning implicit sentiment with chain-of-thought prompting
Original
Hao Fei, Bobo Li, Qian Liu, Lidong Bing, Fei Li, and Tat-Seng Chua · 2023
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Large language models can be easily distracted by irrelevant context
Original
Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed Chi, Nathanael Schärli, and Denny Zhou · 2023
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Towards understanding chain-of-thought prompting: An empirical study of what matters
Original
Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, and Huan Sun
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Self-consistency improves chain of thought reasoning in language models
Original
Xuezhi Wang, Jason Wei, Dale Schuurmans, Quoc Le, Ed Chi, and Denny Zhou
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Emergent abilities of large language models
Original
Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, et al
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Chain-of-thought prompting elicits reasoning in large language models, 2022b
Original
Jason Wei, Xuezhi Wang, Dale Schuurmans, Maarten Bosma, Brian Ichter, Fei Xia, Ed Chi, Quoc Le, and Denny Zhou
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Multimodal chain-of-thought reasoning in language models
Original
Zhuosheng Zhang, Aston Zhang, Mu Li, Hai Zhao, George Karypis, and Alex Smola
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Least-to-most prompting enables complex reasoning in large language models
Original
Denny Zhou, Nathanael Schärli, Le Hou, Jason Wei, Nathan Scales, Xuezhi Wang, Dale Schuurmans, Olivier Bousquet, Quoc Le, and Ed Chi
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Large language models are human-level prompt engineers
Original
Yongchao Zhou, Andrei Ioan Muresanu, Ziwen Han, Keiran Paster, Silviu Pitis, Harris Chan, and Jimmy Ba
Cited in the paper.