newsReddit r/MachineLearningTrust 72 · CommunityPublished 1mo agoLive · 1mo ago
MathFormer: Testing whether symbolic math is pattern matching or reasoning [D]
Repo link and results - https://github.com/Abhinand20/MathFormer Task: Given a factorized expression like (7-3*z)*(-5*z-9), predict the expanded form -> 15*z\*2-8\*z-63 Key takeaway: A tiny (4M param) seq2seq model trained with no math knowledge reaches ~98.6% accuracy on symbolic math tasks, suggesting it learns structural token transformations rather than any notion of operators or variabl
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- PossiblePossibly related (embedding) · 50%On the Role of Directionality in Structural Generalization →
