Metadata-Version: 2.1
Name: leafnlp
Version: 0.0.15
Summary: Domain-specific Natural Language Processing with LeafNLP
Home-page: https://leafnlp.org
Author: The LeafNLP Team
Author-email: 
License: UNKNOWN
Description: # LeafNLP - A package for domain specific natural language processing
        
        This repository contains codes for LeafNLP.
        
        ## Installation
        Use ``pip`` to install LeafNLP. Run:
        
        ```
        pip install leafnlp
        ```
        
        ## Usage
        
        ```
        
        from leafnlp.nlp.named_entity_recogonition.bert import modelNER
        from pprint import pprint
        
        model = modelNER()
        input_text = [{"text": "The storm hits New York."}]
        input_text = ["The storm arrived at New York."]
        
        results = model.annotate(input_text)
        results = model.annotate_raw_dump(input_text, top_n=10)
        
        ```
        
        ## Available Models
        
        Task|Model|model_param|Note|
        |-|-|-|-|
        |NER|BERT|model_ner_bert_conll2003||
        |ED|BERT|model_ed_bert_maven2020||
        
        - ``NER``: Named Entity Recogonition.
        - ``ED``: Event Detection.
        
        ## Acknowledgements
        
        ``LeafNLP`` is maintained by the LeafNLP Team.
Keywords: leafnlp NLP Deep Learning
Platform: UNKNOWN
Classifier: Intended Audience :: Science/Research
Classifier: Development Status :: 3 - Alpha
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Programming Language :: Python :: 3
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Requires-Python: >=3.8.10
Description-Content-Type: text/markdown
