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I work at a firm where we get lots of client RFQs in various different formats and we're required to format them. Example: Clients ABC sends in: "can I get a mkt in XYZ bond forward settlement 25-jul-19 in 100m notional" We have to format this as "ABC asked 100m 25July19->XYZ"

We have lots of pairs of data in the form (client request, desired output) so I was wondering if there was a method to use the current input/output data we have rather than having to go back to each client request and create the tags for the different fields (notional, date, product) and perform name entity recognition (NER).

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