Learning to Solve Arithmetic Word Problems with Verb Categorization

@inproceedings{Hosseini2014LearningTS,
  title={Learning to Solve Arithmetic Word Problems with Verb Categorization},
  author={Mohammad Javad Hosseini and Hannaneh Hajishirzi and Oren Etzioni and Nate Kushman},
  booktitle={EMNLP},
  year={2014}
}
This paper presents a novel approach to learning to solve simple arithmetic word problems. Our system, ARIS, analyzes each of the sentences in the problem statement to identify the relevant variables and their values. ARIS then maps this information into an equation that represents the problem, and enables its (trivial) solution as shown in Figure 1. The paper analyzes the arithmetic-word problems “genre”, identifying seven categories of verbs used in such problems. ARIS learns to categorize… CONTINUE READING

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