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.
Project
LINE: Large-scale Information Network Embedding
Embedding information networks into low-dimensional spaces is potentially useful in many applications such as visualization, node classification, link prediction and recommendation. In this project, we proposed a large-scale information network embedding model called the “LINE”,…
Publication
Pre-training of Hidden-Unit CRFs
Tool
WikiQA Corpus
The WikiQA corpus is a new publicly available set of question and sentence pairs, collected and annotated for research on open-domain question answering. In order to reflect the true information need of general users, we…
Publication
Compact Lexicon Selection with Spectral Methods
Project
SigmaDolphin: Automated Math Word Problem Solving
Building a computer system to automatically solve math word problems written in natural language. SigmaDolphin is a project initiated in early 2013 at Microsoft Research Asia, with the primary goal of building a computer intelligent…