Michael R. Bock @michaelrbock.com · Jul 23 3/ Tax calculation means taking a user’s "inputs" (W-2s, 1099s) and outputting the Form 1040 in the IRS XML format. 75k pages of English text define the transformations required to do this. Companies like @ColumnTax use deterministic tax engines to do these calculations.
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4/ TaxCalcBench is a dataset of 51 pairs of user inputs and the expected tax return output + a testing harness. We made the task easy for the models. We provide: - all of the data (e.g. W-2s) needed to file a return - the expected output in IRS XML format