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
General-purpose representation learning from words to sentences
Real-valued vector representations of words (i.e. embeddings) that are trained on naturally occurring data by optimising general-purpose objectives are useful for a range of downstream language tasks. However, the picture is less clear for larger…
Publication
Pointing the Unknown Words
Publication
Self-Stabilized Deep Neural Network
Publication
Parallelizing WFST Speech Decoders
Publication