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NLP Techniques: Word Clouds & Language Models by mallikakt2005 is a document available to read on EtoBox.
What is NLP Techniques: Word Clouds & Language Models about?
The document discusses various techniques in Natural Language Processing (NLP), including the creation of word clouds, n-gram language models, and grammar-based sentence generation. It explains how to visualize data using meaningful axes and how to generate text using bigram and trigram models, as well as grammars. Additionally, it covers Gibbs sampling for generating samples from distributions and introduces topic modeling with Latent Dirichlet Allocation (LDA) to uncover hidden themes in documents.
- Author
- mallikakt2005
- Language
- EN