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 Wrapper Source¶
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POS Tagger
Sentence Segmenter
Tokenizer
Lemmatizer
NER
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Tokenizer, Lemmatizer and POS Tagging
NER
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Tokenizer, POS Tagging
Semantic Role Labeling
Dependency Parsing
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Tokenization, POS Tagging, Lemmatizer
Dependency Parsing
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Sentiment Analysis
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Elastic Indexer
Elastic Search
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Faiss Indexer
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GPT2 Text Generation
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TwitterAPI Search