name: b) New feature: Name Entity Recognition
about: Select this if you're adding a new feature to libra.
labels: ner
This pull request closes #256 .
- What I did
I added a new functionality to detect name entities from input dataframe
- How I did it
I used the huggingface library which provides multi-lingual BERT based models for entity recognition.
- How to verify it
test cases added in tests.
Inorder to use it, you can run below commands:
newClient = client('location of csv file')
ouput_dictionary_of_ners = newClient.get_ner()
<even self.model['ner'] contains the output along with pretrained model and tokenizer>
[ ] I updated the docs.
can you please, let me know what needs to be done here?
This pull request adds a new feature to libra. @Palashio, could you please take a look at it?
name: b) New feature: Name Entity Recognition about: Select this if you're adding a new feature to libra. labels: ner
This pull request closes #256 .
- What I did
- How I did it
- How to verify it
Inorder to use it, you can run below commands:
newClient = client('location of csv file') ouput_dictionary_of_ners = newClient.get_ner() <even self.model['ner'] contains the output along with pretrained model and tokenizer>
This pull request adds a new feature to libra. @Palashio, could you please take a look at it?