CS 162 - Natural Language Processing

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Table of contents

• 12 - Part of Speech Tagging
• 13 - Named Entity Recognition
• 14 - Syntactic Parsing
• 2 - Text Classification
• 3 - Lexical Semantics
• 4 - Distributional Semantics
• 5 - N-gram Model
• 6 - Smoothing
• 7 - Log Linear and Neural LMs
• 8 - RNN and LSTM
• 9 - Transformers