leafnlp 0.0.9

Domain-specific Natural Language Processing with LeafNLP

LeafNLP - A package for domain specific natural language processing

This repository contains pipes and models of LeafNLP.

Installation

Just simply run

pip install leafnlp

to install LeafNLP.

Usage

from leafnlp.NER.BERT import ModelNER

ner_model = ModelNER(model_param="model_ner_bert_conll2003")

input_text = [{"text": "The storm hits New York."}]
output = ner_model.annotate(input_text)

Available Models

PL	Task	Model	model_param	Note
NER	NER	BERT	model_ner_bert_conll2003
NER	ED	BERT	model_ed_bert_maven2020

• NER: Named Entity Recogonition.
• ED: Event Detection.

Citation

If you use LeafNLP in your research, please cite

Will be here.

Acknowledgements

LeafNLP is maintained by the Leaf-AI-LAB at Stevens Institute of Technology.