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is vowpal wabbit can work with NER?

Open swatijibhkatesj opened this issue 2 years ago • 2 comments

swatijibhkatesj avatar Mar 21 '23 06:03 swatijibhkatesj

@swatijibhkatesj As per knowledge, VowpalWabbit does not have built-in support for NER specifically, but it is possible to use VW for NER by transforming the NER problem into a multi-class classification problem. We can represent the input text as features and use labels to indicate the entity types for each token.

RohitRathore1 avatar Mar 24 '23 11:03 RohitRathore1

The closest thing would be this POS tagger https://github.com/hal3/vowpal_wabbit/blob/master/python/examples/Learning_to_Search.ipynb

Not exactly a NER but you can tag nouns.

lalo avatar Mar 27 '23 15:03 lalo