In this project, we explore how machine learning can be used to create automated rationales, natural language explanations meant to mimic how humans make decisions in similar situations. For more info click here!

Documents often contain information relating to many different topics. In this project, we are developing sophisticated AI techniques that can identify relevant parts of a document and construct summaries that contain only pertinent information. More information on this project can be found here.

In this project, we explore how machine learning can be used to create automated rationales, natural language explanations meant to mimic how humans make decisions in similar situations.

Storytelling is a skill that is inherent in humans, but difficult for AI systems to perform. In this project, we develop machine learning architectures for teaching AI systems to tell a coherent story that can connect sequences of images.