Research
Advancing how machines understand and generate human language across speech, text, and translation.
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.…
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…
My talk will first briefly review recent advances in memory augmented neural nets and then present my own contribution, Neural Semantic Encoders (NSE). With a special focus on NSE, I show that external memory in…
Microsoft is a Gold sponsor of the Fifth Joint Workshop on Hands-free Speech Communication and Microphone Arrays (HSCMA 2017) held on March 1-3, 2017 in San Francisco, CA.
