Research
Discover an index of datasets, SDKs, APIs and open-source tools developed by Microsoft researchers and shared with the global academic community below. These experimental technologies—available through Azure AI Foundry Labs (opens in new tab)—offer a glimpse into the future of AI innovation.
This is a small library for implementing several standard “test collection” or “offline” evaluation measures for search systems. See: https://github.com/Microsoft/irmetrics-r (opens in new tab)
This C library implements FrodoKEM, an IND-CCA secure key encapsulation (KEM) protocol based on the well-studied Learning with Errors (LWE) problem [1], which in turn has close connections to conjectured-hard problems on generic, “algebraically unstructured” lattices. FrodoKEM is…
This download contains the graphs (parsed source code) for the open-source projects used in the ICLR 2018 paper “Learning to Represent Programs with Graphs”. In this work, we present how to construct graphs from source…
This release contains a fork of the LLVM/Clang compiler. It adds instrumentation capabilities to protect sensitive data from leaking outside the scope of an application in an undesirable fashion, even if the program may have…
Human evaluation results and translation output for the Translator Human Parity Data release, as described in this blog post (opens in new tab). The Translator Human Parity Data release contains all human evaluation results and…
Answering questions about a given image is a difficult task, requiring both an understanding of the image and the accompanying query. Microsoft Montreal’s FigureQA dataset introduces a new visual reasoning task for research, specific to…
Frames is a dataset designed to encourage research towards conversational agents which can support decision-making in complex settings, in this case – booking a vacation including flights and a hotel. More than just searching a…
The purpose of Microsoft Montreal’s NewsQA dataset is to help the research community build algorithms that are capable of answering questions requiring human-level comprehension and reasoning skills. Leveraging CNN articles from the DeepMind Q&A Dataset,…
Translator helps you read messages in your preferred language across devices.