News & features
Objects are the secret key to revealing the world between vision and language
| Chunyuan Li, Lei Zhang, and Jianfeng Gao
Humans perceive the world through many channels, such as images viewed by the eyes or voices heard by the ears. Though any individual channel might be incomplete or noisy, humans can naturally align and fuse the information collected from multiple…
A deep generative model trifecta: Three advances that work towards harnessing large-scale power
| Chunyuan Li and Jianfeng Gao
One of the core aspirations in artificial intelligence is to develop algorithms and techniques that endow computers with an ability to synthesize the observed data in our world. Every time researchers build a model to imitate this ability, this model…
Awards | IEEE Signal Processing Society
Hamid Palangi, Jianfeng Gao receive prestigious IEEE Signal Processing Society Best Paper Award
Hamid Palangi, Senior Researcher, Jianfeng Gao, Partner Research Manager, and their collaborators received the prestigious 2018 IEEE Signal Processing Society Best Paper award (Test of Time) for their work on deep sentence embedding for web search engines and information retrieval.…
Towards universal language embeddings
| Jianfeng Gao
Language embedding is a process of mapping symbolic natural language text (for example, words, phrases and sentences) to semantic vector representations. This is fundamental to deep learning approaches to natural language understanding (NLU). It is highly desirable to learn language…
Awards | IEEE
Jianfeng Gao elevated to IEEE Fellow class of 2019
Jianfeng Gao, Partner Research Manager, was elevated to IEEE Fellow as part of the 2019 class for contributions to machine learning for Web search and natural language processing.
In the news | The AI Blog
Microsoft is teaching systems to read, answer and even ask questions
Microsoft researchers have already created technology that can do two difficult tasks about as well as a person: identify images and recognize words in a conversation. Now, the company’s leading AI experts are working on systems that can do something…