Solving General Arithmetic Word Problems

@inproceedings{Roy2015SolvingGA,
  title={Solving General Arithmetic Word Problems},
  author={Subhro Roy and D. Roth},
  booktitle={EMNLP},
  year={2015}
}
  • Subhro Roy, D. Roth
  • Published in EMNLP 2015
  • Computer Science
  • This paper presents a novel approach to automatically solving arithmetic word problems. [...] Key Method We develop a theory for expression trees that can be used to represent and evaluate the target arithmetic expressions; we use it to uniquely decompose the target arithmetic problem to multiple classification problems; we then compose an expression tree, combining these with world knowledge through a constrained inference framework. Our classifiers gain from the use of quantity schemas that supports better…Expand Abstract
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