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
Towards a Compositional Typed Semantics using Universal Dependencies
Universal Dependencies offer a homogeneous syntactic representation across languages fostering multilingual NLP research. However, dependency structures lack a transparent syntax-semantics interface like CCG, making it hard to derive target-application specific semantics in a synchronous compositional…
Video
Explorations on Multi-lingual Neural Machine Translation
Deep (recurrent) neural networks has been shown to successfully learn complex mappings between arbitrary length input and output sequences, within the effective framework of encoder-decoder networks. We investigate the extensions of this sequence to sequence…
