A technical report on convolution arithmetic in the context of deep learning

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.

Book in preparation: introduction to theoretical computer science

My Reading Lists of Deep Learning and Natural Language Processing

A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.

Write a decent-looking resume in 5 minutes without knowing LaTeX!