Mapping to Declarative Knowledge for Word Problem Solving

@article{Roy2018MappingTD,
  title={Mapping to Declarative Knowledge for Word Problem Solving},
  author={Subhro Roy and D. Roth},
  journal={Transactions of the Association for Computational Linguistics},
  year={2018},
  volume={6},
  pages={159-172}
}
  • Subhro Roy, D. Roth
  • Published 2018
  • Computer Science
  • Transactions of the Association for Computational Linguistics
  • Math word problems form a natural abstraction to a range of quantitative reasoning problems, such as understanding financial news, sports results, and casualties of war. Solving such problems requires the understanding of several mathematical concepts such as dimensional analysis, subset relationships, etc. In this paper, we develop declarative rules which govern the translation of natural language description of these concepts to math expressions. We then present a framework for incorporating… CONTINUE READING
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