#NLP.
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BERT (Bidirectional Encoder Representations from Transformers)
BERT is neither a chatbot nor a tool for freely generating prose. It is a Transformer encoder that processes text with context from both directions. Its classic role is in tasks where a system needs to classify, label, retrieve, rank, or score language: ticket routing, named-entity recognition, semantic search, document ranking, and extractive question answering.
Flair
Flair is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Gensim
Gensim is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
MALLET
Java-based open-source toolkit for NLP, topic modeling, classification, and text analysis.
NLTK (Natural Language Toolkit)
NLTK (Natural Language Toolkit) is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
OpenNLP
OpenNLP is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
Stanza
Stanza is Stanford's Python NLP library for multilingual linguistic pipelines. It turns raw text into inspectable annotations and supports evaluation with a team's own data.
TensorFlow Text
TensorFlow Text is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
TextBlob
TextBlob is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.
TextRazor
TextRazor is a tool for the workflow described here. Before adoption, review data handling, ownership, cost and the provider's official product information.