/NLP-Binary-Text-Classification

Multiple Modeling Experiments for Binary Restaurant Review Classification, including CNNs, RNNs and DNNs.

Primary LanguageJupyter Notebook

NLP-Binary-Text-Classification

Mainly, RNNs like GRUs, LSTMs and Bi LSTMs were used to classify restaurant reviews from Yelp and Movie Reviews from imdb as positive or negative by training these models on a dataset of around 50,000 reviews.

Dataset:

Both datasets can be found here.