Natural language processing (NLP) is a subfield of artificial intelligence that involves transforming or extracting useful information from natural language data. Methods include machine-learning and …

The Natural Language Toolkit is a Python library for computational linguistics.

Industrial strength Natural Language Processing (NLP) with Python and Cython

Transformers is a Python library that implements various transformer NLP models in PyTorch and Tensorflow.

Questions on the open source natural language processing software from the Stanford University NLP Group, in Java, Python, and C, including Stanford CoreNLP, Stanza, and GloVe.

Gensim is a free Python framework designed to automatically extract semantic topics from documents, as efficiently (computer-wise) and painlessly (human-wise) as possible.

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used …

Sentiment analysis refers to categorizing some given data as to what sentiment(s) it expresses. Usually, it refers to extracting sentiment from text, e.g. tweets or blog posts.

BERT, or Bidirectional Encoder Representations from Transformers, is a method of pre-training language representations which obtains state-of-the-art results on a wide array of Natural Language Proces…

Named-entity recognition (NER) (also known as entity identification and entity extraction) is a subtask of information extraction that seeks to locate and classify atomic elements in text into predefi…

“Term-frequency ⨉ Inverse Document Frequency”, or “tf-idf”, measures how important a word is to a document in a collection or corpus.

For questions about word embedding, a language modelling technique in natural language processing. Questions can concern particular methods, such as Word2Vec, GloVe, FastText, etc, or word embeddings …

Topic models describe the frequency of topics in documents and text. A "topic" is a group of words which tend to occur together.

Apache's libraries for natural language processing (NLP).

For questions specific to spaCy version 3, an Industrial-Strength Natural Language Processing tool in Python. Use the more generic tag `spacy` for general questions about the spaCy.

Question Answering is the computer task of mechanically answering questions posed in natural language. (Please do not use this tag to indicate that you have a question and want an answer. That's alre…