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nlp.stanford.edu Natural Language Processing Artificial Intelligence Machine Learning Computational Linguistics

The Stanford Natural Language Processing Group

The Stanford Natural Language Processing Group is a research group at Stanford University focused on developing algorithms and tools for understanding human language. The site serves as a hub for their research, offering access to a wide range of NLP tools, datasets, and publications.

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Founded in

2000

Supported Languages

English, etc

Website Key Features

CoreNLP

A suite of core NLP tools providing linguistic annotations for text, including tokenization, part-of-speech tagging, named entity recognition, and more.

Stanford Parser

A natural language parser that provides syntactic analysis of sentences, useful for understanding sentence structure.

Stanford Named Entity Recognizer

Identifies named entities in text, such as names of people, organizations, and locations.

Stanford Sentiment Analysis

Analyzes the sentiment of text, determining whether the expressed opinion is positive, negative, or neutral.

Stanford OpenIE

Extracts open-domain information from text, identifying relationships between entities.

Stanford Neural Network Dependency Parser

A state-of-the-art dependency parser that uses neural networks for parsing sentences.

Stanford Topic Modeling Toolbox

A tool for discovering abstract topics within a collection of documents.

Stanford Word Segmenter

Segments text into words, particularly useful for languages without clear word boundaries.

Stanford Temporal Tagger

Identifies and normalizes temporal expressions in text.

Stanford Relation Extractor

Extracts relationships between entities mentioned in text.

Additional information

Research Publications

Access to a wide range of research papers and articles published by the Stanford NLP Group.

Educational Resources

Offers courses, tutorials, and other educational materials related to natural language processing and computational linguistics.

Community and Collaboration

Encourages collaboration among researchers and developers in the field of NLP, with forums and mailing lists for discussion.

Software Downloads

Provides downloadable versions of their NLP tools for use in academic and commercial projects.

License

Most tools are available under the GNU General Public License, allowing for wide usage and modification.

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