Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
Video
Building a Machine that Can Learn to Understand, Reason and Learn
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…
Publication
Advances in All-Neural Speech Recognition
Event
HSCMA 2017 and Microsoft Research
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.
Video
Procedural Language and Knowledge
Various types of how-to-knowledge are encoded in natural language instructions: from setting up a tent, to preparing a dish for dinner, and to executing biology lab experiments. These types of instructions are based on procedural…
