Creating curious machines: Building information-seeking agents
Humans have an innate desire to know and understand. From a child learning to ride a bike to an adult gaining skills in an online course, we constantly absorb information from our environment through…
Towards Practical Machine Learning with Differential Privacy and Variants
Machine learning (ML) has become one of the most powerful classes of tools for artificial intelligence, personalized web services and data science problems across fields. However, the use of ML on sensitive data sets involving…
Artificial Intelligence Research at Microsoft Research Asia
AI research at Microsoft Research Asia will be introduced, including machine learning, computer vision, natural language processing, knowledge mining and urban computing based on big data. Specifically, I will share our research on developing new learning…
MSR Abstractive Text Compression Dataset
This dataset contains sentences and short paragraphs with corresponding shorter (compressed) versions. There are up to five compressions for each input text, together with quality judgements of their meaning preservation and grammaticality. The dataset is…
MSR FastRDFStore Package – Data Release
This data release is part of the MSR FastRDFStore Package (https://github.com/Microsoft/FastRDFStore/ (opens in new tab)) and includes the last dump of Freebase, as well as the processed version ready to load directly into FastRDFStore.