Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
Cross-Domain Data Fusion
1. Overview Traditional data mining usually deals with data from a single domain. In the big data era, we face a diversity of datasets from different sources in different domains. These datasets consist of multiple…
Video
Using Deep Learning to Understand Creative Language
Creative language – the sort found in novels, film, and comics – contains a wide range of linguistic phenomena, from phrasal and sentential syntactic complexity to high-level discourse structures such as narrative and character arcs.…
Video
Modeling Context in Eventful Human-Machine Communications
Building AI systems that can process user input, understand it, and generate an engaging and contextually-relevant output in response, has been one of the longest-running goals in AI. Humans use a variety of modalities, such…
Video
Learning Language Through Interaction
Natural language processing systems build using machine learning techniques are amazingly effective when plentiful labeled training data exists for the task/domain of interest. Unfortunately, for broad coverage (both in task and domain and language) language…
