Here is a list of JavaScript data parser libaries that I compiled a while 
back (so it may be out of date):

   - https://sugarjs.com/dates/
   - https://github.com/holistics/js/tree/master/packages/date-parser
   - https://github.com/wanasit/chrono
   - https://github.com/datejs/Datejs
   - https://github.com/juttle/moment-parser
   
My use case was very similar to yours. Ultimately I wasn't happy with any 
of the existing options and rolled my own, which sadly isn't in a state to 
be shared any time soon.

Hope this helps,
Saq

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