NLP and Text Sentiment Analysis Lecture – Icarus | Computer Vision

Abstract

This lecture overviews Natural Language Processing (NLP) and Text Sentiment Analysis that has many applications in Text Analytics, Opinion extraction, Opinion mining, Sentiment mining, Subjectivity analysis. It covers the following topics in detail: Baseline algorithms. Text pre-processing. Word embeddings (Word2Vec, Fast Text). Neural NLP and Sentiment Analysis for text classification (RNN, CNN). Contextual Embeddings (ELMo). BERT.

Text pre-processing.

BERT training.

NLP-and-Text-Sentiment-Analysis-v1.1.1-Summary