The most straightforward way to parse dates with dateparser is to use the dateparser.parse() function, that wraps around most of the functionality of the module.
Python package `parsedatetime`, upon which we depend for -e.g.- `gselect` is not parsing dates correctly, as the following examples show:: (Pdb) p Calendar().parse ...