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Forte is a toolkit for building Natural Language Processing pipelines. This repository tries to wrap the fantastic collections of NLP libraries built by the community.

This project is part of the CASL Open Source family.

Get Started

• First, install the library along with the desired tools. Let's take AllenNLP as an example:

git clone https://github.com/asyml/forte-wrappers.git
cd forte-wrappers
pip install ."[allennlp]"

Libraries and Tools Supported

• NLTK (Processors)
  • POS Tagger
  • Sentence Segmenter
  • Tokenizer
  • Lemmatizer
  • NER
• spaCy (Processors)
  • Tokenizer, Lemmatizer and POS Tagging
  • NER
• AllenNLP (Processors)
  • Tokenizer, POS Tagging
  • Semantic Role Labeling
  • Dependency Parsing
• Stanza (Processors)
  • Tokenization, POS Tagging, Lemmatizer
  • Dependency Parsing
• HuggingFace Models
  • BioBERT NER (Processors)
  • Zero Shot Classifier(Processors)
  • Question Answering(Processors)
• Vader Sentiment (Processors)
  • Sentiment Analysis
• Elastic Search (Processors)
  • Elastic Indexer
  • Elastic Search
• Faiss (Processors)
  • Faiss Indexer
• GPT2 (Processors)
  • GPT2 Text Generation

Contributing

If you are interested in making enhancement to this repository, Forte or other ASYML/CASL projects, please first go over our Code of Conduct and Contribution Guideline

License

Apache License 2.0

Companies and Universities Supporting Forte