020 Natural Language Processing & Word Embeddings

Introduction to Word Embeddings

Word Representation

Using word embeddings

Properties of word embeddings

Embedding matrix

Learning Word Embeddings:Word2vec & GloVe

Learning word embeddings

Word2Vec

Negative Sampling

GloVe word vectors

Applications using Word Embddings

Sentiment Classification

Debiasing word embeddings