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Natural Language Processing (NLP)

Last updated Mar 20, 2023 Edit Source

A Computer Science field connected to Artificial Intelligence and Computational Linguistics which focuses on interactions between computers and human language and a machine’s ability to understand, or mimic the understanding of human language

See:

# Resources

# Text preparation

# Feature engineering

# Bag of words

# tf–idf

# Word embeddings

# Semantics

# Distributional semantics

# Topic Modelling

# Neural semantic parsing

# Explicit semantic analysis

# Sentiment analysis

# Deep learning-based

# CNN-based

See AI/Deep learning/CNNs

# RNN-based

See AI/Deep learning/RNNs

# Seq2seq

# Google Neural Machine Translation

# Transformer-based

See “For NLP” section in AI/Deep learning/Transformers

# Books

# Courses

# Talks

# Code

# Speech

# Web scrapping and cleaning