Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Project
Digital Transformation of SMBs in Africa
Small and Medium sized Businesses (SMBs) make up majority of employment in Africa (around 80%). Moreover, our data showed that the outbreak of the COVID-19 pandemic spurred the growth in the adoption and use of…
Video
ICSE20 Gulwani Most Influential Paper Award Speech
Sumit Gulwani talks about the past 11 years of his journey at Microsoft, developing various usable program synthesis technologies and the role that this ICSE 2010 paper played in that journey.
Video
Frontiers in Machine Learning: Machine Learning Conversations
Susan Dumais, Technical Fellow & Managing Director Microsoft Research New England, New York City and Montreal Katja Hofmann, Principal Researcher Microsoft Research Cambridge Learning to Adapt: Advances in Deep Meta Reinforcement Learning Akshay Krishnamurthy, Principal…
Project
PROSE – Text Splitting
Split.Text is a system for splitting data in plain text format, where there may be multiple fields that need to be separated into different columns.
Project
PROSE – Pattern Inspector
Matching.Text automatically identifies different formats and patterns in string data.
Project
PROSE – Json Transformation
Transformation.Json transforms the structure of Json using input/output examples.
Project
PROSE – Text Transformation
Transformation.Text is a system that performs string transformations using examples allowing for many tasks involving strings to be performed automatically.
Project
PROSE – Text Extraction (FlashExtract)
Extraction.Text extracts data from semi-structured text files using examples.
Project
PROSE – Json Extraction
Extraction.Json automatically extracts tabular data from Json files. It supports extracting Newline Delimited Json and truncated Json.
Tool
MIcrosoft News Dataset (MIND)
MIcrosoft News Dataset (MIND) is a large-scale dataset for news recommendation research. It was collected from anonymized behavior logs of Microsoft News website. The mission of MIND is to serve as a benchmark dataset for…