How can I extract addresses from user messages as entitty? Is there an existing extractor like Duckling or should I provide examples?
an old blog but could help
you need to train a CRF along wtih some examples for address pattern with lookup tables for common street names etc.
which language? the trickiest part is collecting data as not every country provides a list of open address es but there must be some data available