Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
Stochastic Neural Networks
Will machines one day be as creative as humans? When we write a letter, have a conversation, or draw a picture, we exercise a uniquely human skill by creating complex artifacts that embody information. Current…
Publication
Semantics-aware Program Sampling
Publication
Deep Learning for Dialogue Systems
Microsoft Research Blog
FigureQA: an annotated figure dataset for visual reasoning
Reasoning about figures Almost every scientific publication is accompanied by data visualizations in the form of graphs and charts. Figures are an intuitive aid for understanding the content of documents, so naturally, it is useful to…
