Human language technologies
Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.
Video
The Future of Voice
Perception doesn’t necessarily match reality when it comes to today’s voice user interfaces. In this talk, we chart a path from today’s command-and-control assistants towards a future of more adaptive, inclusive, humane VUI for all.…
Publication
Deep Learning for Spoken and Text Dialog Systems
Publication
Building Natural Language Interfaces to Web APIs
Tool
Neural Phrase-based Machine Translation
Neural Phrase-based Machine Translation (NPMT) explicitly models the phrase structures in output sequences using Sleep-WAke Networks (SWAN), a recently proposed segmentation-based sequence modeling method. To mitigate the monotonic alignment requirement of SWAN, we introduce a…