Why are NLP Models Fumbling at Elementary Math? A Survey of Automatic Word Problem Solvers

Karl Cobbe, V. Kosaraju, Mo Bavarian, Jacob Hilton, Reiichiro Nakano, Chris Hesse, J. Devlin, Ming-Wei Chang, Kenton Lee, Robert Geirhos, J. Jacobsen, Richard Michaelis, Wieland Zemel, Brendel, Matthias Bethge, Felix A. Wichmann, Mohammad Javad Hosseini, Hanna Hajishirzi, Bugeun Kim, Kyung Seo Ki, Donggeon Lee, Rik Koncel-Kedziorski, Subhro Roy, Aida Amini, Nate Kushman, Yoav Artzi, Luke Zettlemoyer, Shen-Yun Miao, Chao-Chun Liang, Keh-Yih Su, Shuai Peng, Ke Yuan, Liangcai Gao, Zhi Tang, Jeffrey Pennington, R. Socher, Matthew E. Peters, Mohit Iyyer Matt Mark Neumann, Christopher Gardner, Kenton Clark, Lee Luke, Piotr Pi˛ekos, M. Malinowski

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