A PyTorch-based toolkit for Math Word Problem (MWP) solving
MWPToolkit is a PyTorch-based toolkit for Math Word Problem (MWP) solving. It is a comprehensive framework for research purpose that integrates popular MWP benchmark datasets and typical deep learning-based MWP algorithms.
Our framework has the following architecture. You could utilize our toolkit to evaluate the build-in datasets, apply it to process your raw data copies or develop your own models.
Figure: The Overall Framework of MWP Toolkit
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Characteristics
- Unification and Modularization. We decouple solvers