Models & NLP

For automated analysis: entities, topics, classification, embeddings and transformer models.

CoreNLP   NLP suite (includes NER).

Stanza   Multilingual NLP.

OpenNLP   NLP library for common tasks.

spaCy   Text processing and tagging.

NLTK   NLP for research and teaching.

Transformers   Transformer models and deep learning.

fastText   Efficient vectors and classification.

Flair   NLP framework with neural models.

Gensim   Topic modeling and semantic analysis.

MALLET   Topic modeling and classification (widely used in DH).