MathQA significantly enhances the AQuA dataset with fully-specified operational programs.
Source: MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms
Variants: MathQA, math_qa
This dataset is used in 1 benchmark:
| Task | Model | Paper | Date |
|---|---|---|---|
| Math Word Problem Solving | Exp-Tree | An Expression Tree Decoding Strategy … | 2023-10-14 |
| Math Word Problem Solving | Multi-view | Multi-View Reasoning: Consistent Contrastive Learning … | 2022-10-21 |
| Math Word Problem Solving | ELASTIC (RoBERTa-large) | ELASTIC: Numerical Reasoning with Adaptive … | 2022-10-18 |
| Math Word Problem Solving | Roberta-DeductReasoner | Learning to Reason Deductively: Math … | 2022-03-19 |
| Math Word Problem Solving | MWP-BERT | MWP-BERT: Numeracy-Augmented Pre-training for Math … | 2021-07-28 |
Recent papers with results on this dataset: