Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems

meeting of the association for computational linguistics, 2017.

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Abstract:

Solving algebraic word problems requires executing a series of arithmetic operations---a program---to obtain a final answer. However, since programs can be arbitrarily complicated, inducing them directly from question-answer pairs is a formidable challenge. To make this task more feasible, we solve these problems by generating answer rati...More

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