Does a language model “understand” high school math? A survey of deep learning based word problem solvers
Sowmya S. Sundaram,
Sairam Gurajada,
Deepak Padmanabhan
et al.
Abstract:From the latter half of the last decade, there has been a growing interest in developing algorithms for automatically solving mathematical word problems (MWP). It is a challenging and unique task that demands blending surface level text pattern recognition with mathematical reasoning. In spite of extensive research, we still have a lot to explore for building robust representations of elementary math word problems and effective solutions for the general task. In this paper, we critically examine the various mo… Show more
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