Deep Learning Project in NLP – Yu Wang's Personal Page

Natural language processing is one of the most popular research area in machine learning field. During this year, I have got a chance to collaborate with a Google invested AI company, and work with them on building a deep learning based Question and Answering (QA) platform by applying my Neural Network expertise. The major work involved is the query classification of various questions from the user end. The implementation is using the Google open source Deep Learning platform: Tensorflow. In this tutorial, I will mainly discuss two different deep learning algorithms that are applied in our project: feed-forward neural network (MLP based deep learning) and recurrent neural network (like LSTM and GRU).