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This paper proposes a Transformer-based model to generate equations for math word problems.
Natural language input for a computer problem solving system
Daniel G. Bobrow. 1964 · 1964
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An integrated model of skill in solving elementary word problems
Diane J. Briars and Jill H. Larkin. 1984 · 1984
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Understanding and solving arithmetic word problems: A computer simulation
Charles R. Fletcher. 1985 · 1985
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Simple statistical gradient-following algorithms for connectionist reinforcement learning
Ronald J. Williams. 1992 · 1992
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Learning to automatically solve algebra word problems
Nate Kushman, Yoav Artzi, Luke Zettlemoyer, and Regina Barzilay. 2014 · 2014
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Parsing algebraic word problems into equations
Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ashish Sabharwal, Oren Etzioni, and Siena Dumas Ang. 2015 · 2015
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Lipu Zhou, Shuaixiang Dai, and Liwei Chen. 2015 · 2015
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How well do computers solve math word problems? large-scale dataset construction and evaluation
Danqing Huang, Shuming Shi, Chin-Yew Lin, Jian Yin, and Wei-Ying Ma. 2016 · 2016
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Learning fine-grained expressions to solve math word problems
Danqing Huang, Shuming Shi, Chin-Yew Lin, and Jian Yin. 2017 · 2017
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Program induction by rationale generation: Learning to solve and explain algebraic word problems
Wang Ling, Dani Yogatama, Chris Dyer, and Phil Blunsom. 2017 · 2017
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Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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Deep neural solver for math word problems
Yan Wang, Xiaojiang Liu, and Shuming Shi. 2017 · 2017
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BERT: pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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Neural math word problem solver with reinforcement learning
Danqing Huang, Jing Liu, Chin-Yew Lin, and Jian Yin. 2018 · 2018
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