NLP models for elementary math word problems rely on shallow heuristics rather than genuine understanding, performing well without questions or as bag-of-words but dropping substantially on the new SVAMP variation dataset.
Table 25 provides some variations for the exam- ple in Table 24
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Are NLP Models really able to Solve Simple Math Word Problems?
NLP models for elementary math word problems rely on shallow heuristics rather than genuine understanding, performing well without questions or as bag-of-words but dropping substantially on the new SVAMP variation dataset.