동영상
Recent Advances in End-to-End Automatic Speech Recognition
Invited talk at Center for Signal and Information Processing, Georgia Institute of Technology, 2021.
Human language technologies
Advancing how machines understand and generate human language across speech, text, and translation.
프로젝트
GridBook
Natural Language Formulas for the Spreadsheet Grid Writing formulas on the spreadsheet grid is arguably the most widely practiced form of programming. Still, studies highlight the difficulties experienced by end-user programmers when learning and using…
그룹
Shanghai AI/ML Group
The Shanghai AI/ML Group from MSRA Shanghai focuses on research areas related to machine learning and its application. For machine learning research, we are interested to fundamental deep learning techniques including neural network architecture design,…
Microsoft Research 블로그
Research at Microsoft 2021: Collaborating for real-world change
Over the past 30 years, Microsoft Research has undergone a shift in how it approaches innovation, broadening its mission to include not only advancing the state of computing but also using technology to tackle some…
툴
FastSeq
FastSeq provides efficient implementation of popular sequence models (e.g. Bart, ProphetNet) for text generation, summarization, translation tasks etc. It automatically optimizes inference speed based on popular NLP toolkits (e.g. FairSeq and HuggingFace-Transformers) without accuracy loss.