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.
IEEE Transac- tions on Pattern Analysis and Machine Intelligence , 42(9):2287–2305
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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.