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cs.LG2021
Identifying the Units of Measurement in Tabular Data
Taha Ceritli, Christopher K. I. Williams
We consider the problem of identifying the units of measurement in a data column that contains both numeric values and unit symbols in each row, e.g., "5.2 l", "7 pints". In this c…
cs.LG2021
ptype-cat: Inferring the Type and Values of Categorical Variables
Taha Ceritli, Christopher K. I. Williams
Type inference is the task of identifying the type of values in a data column and has been studied extensively in the literature. Most existing type inference methods support data…