Applications using Word Embeddings

Sentiment Classification

Sentiment Classification refers to determining the sentiment of a piece of text.

To do so, we can first obtain the word vectors for every word in the text and then pass them to an RNN (many-to-one RNN) to obtain the sentiment. Using an RNN will also take into account word order, which is important for sentiment classification.