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We present a new dataset containing 10K human-annotated games of Go and show how these natural language annotations can be used as a tool for model interpretability.
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Mastering the game of Go without human knowledge
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Yuandong Tian, Qucheng Gong, Wenling Shang, Yuxin Wu, and C. Lawrence Zitnick. 2017 · 2017
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ELF OpenGo: An analysis and open reimplementation of alphazero
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Christopher D Manning, Kevin Clark, John Hewitt, Urvashi Khandelwal, and Omer Levy. 2020 · 2020
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Tiago Pimentel, Naomi Saphra, Adina Williams, and Ryan Cotterell. 2020 · 2020
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Yanai Elazar, Shauli Ravfogel, Alon Jacovi, and Yoav Goldberg. 2021 · 2021
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Charles Lovering, Rohan Jha, Tal Linzen, and Ellie Pavlick. 2021 · 2021
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Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, and Larry Zitnick. 2019 · 2019
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Where, when & which concepts does AlphaZero learn? lessons from the game of Hex
Jessica Zosa Forde, Charles Lovering, George Konidaris, Ellie Pavlick, and Michael L. Littman. 2022 · 2022
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