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.
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…
Video
AI-Powered Speech Translation
Microsoft Translator is the first end-to-end speech translation solution optimized for real-life conversations (vs. simple human to machine commands) available on the market. It’s one of the services in Microsoft’s portfolio of artificial intelligence technologies…
