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Tuesday, March 24, 2020

Natural Language Processing (NLP) 2020

It is year 2020 and vision 20/20. It is time to do another survey article of Natural Language Processing (NLP) field. What is there to learn / know? What is new?

Getting started with NLP

Great sources for NLP

Social media : Twitter, Facebook, comments, posts, forums
Transcripts : events, conferences, speech, call transcripts, zoom transcripts
Smart voice assistants : Alexa, Siri, Google Home

Libraries for NLP

SpaCy: works for Japanese, Chinese and English up to 45 languages. Source 4
Scikit-Learn sklearn TFIDF vectorizer

Advanced NLP

Machine Translation
Transfer learning in NLP

Algorithms

Latent Dirichlet Allocation (LDA) topic modeling

Projects

Sentiment analysis
Fake news classifier
Trump tweet maker

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