MAWPS (MAth Word ProblemS)
Introduced by Koncel-Kedziorski et al. in MAWPS: A Math Word Problem Repository
MAWPS is an online repository of Math Word Problems, to provide a unified testbed to evaluate different algorithms. MAWPS allows for the automatic construction of datasets with particular characteristics, providing tools for tuning the lexical and template overlap of a dataset as well as for filtering ungrammatical problems from web-sourced corpora. The online nature of this repository facilitates easy community contribution. Amassed 3,320 problems, including the full datasets used in several previous works.
Benchmarks
| Trend | Task | Dataset Variant | Best Model | Paper | Code |
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MAWPS
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OpenMath-CodeLlama-70B
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MAWPS
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LSTM Seq2Seq with RoBERTa
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Papers
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