Dataset Card for Calc MAWPS Summary The dataset is a collection of simple math word problems focused on arithmetics. It is derived from . The main addition in this dataset variant is the chain column. It was created by converting the solution to a simple html like language that can be easily parsed (e.g. by BeautifulSoup). The data contains 3 types of tags: gadget: A tag whose content is intended to be evaluated by calling an external tool (sympy based calculator in this case) output: An output of the external tool result: The final answer to the mathematical problem (a number) Supported Tasks This variant of the dataset is intended for training Chain of Thought reasoning models able to use external tools to enhance the factuality of their responses. This dataset presents in context scenarios where models can outsource the computations in the reasoning chain to a calculator. Data splits We provide 2 variants of the dataset. In the first one, the data splits correspond to the original one and can be loaded using: The second one is filtered to prevent data leaks (overly similar examples in train and test/val splits) in between and across datasets in Calc X collection. Specifically, w…
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