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is vowpal wabbit can work with NER? #4535

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swatijibhkatesj opened this issue Mar 21, 2023 · 2 comments
Open

is vowpal wabbit can work with NER? #4535

swatijibhkatesj opened this issue Mar 21, 2023 · 2 comments
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@swatijibhkatesj
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@swatijibhkatesj swatijibhkatesj added the Feature Request New feature requested in system label Mar 21, 2023
@swatijibhkatesj swatijibhkatesj changed the title is vowpal wabbit can be work with NER? is vowpal wabbit can work with NER? Mar 21, 2023
@RohitRathore1
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RohitRathore1 commented Mar 24, 2023

@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.

@lalo
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lalo commented Mar 27, 2023

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.

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