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.
Code for NAACL 2021 paper Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents.
Uses InfluxDB, Grafana and the Azure IoT Node.js SDK (opens in new tab) to communicate with Azure IoT Hub (opens in new tab) and showcase how the Verified Telemetry features can be utilized in real world scenarios.
Getting Started with Verified Telemetry, Azure RTOS and Azure IoT
Azure Verified Telemetry for IoT is a state-of-the-art solution to seamlessly determine the health of the sensor in real-time.
This code replicates the experiments in the paper: Knowledge Distillation as Semiparametric Inference.
This repository contains code for fake news detection with Multi-source Weak Social Supervision (MWSS), published at ECML-PKDD 2020. Social media has greatly enabled people to participate in online activities at an unprecedented rate. However, this…
This is a source code release for a published research at NAACL 2021. Paper Title: MetaXL: Meta Representation Transformation for Low-resource Cross-Lingual Learning Paper Abstract: The combination of multilingual pre-trained representations and cross-lingual transfer learning…
datamations is a framework for automatic generation of explanation of plots and tables from analysis code. It automatically turns code into animations, showing the steps that led to a plot or a table.
A short Python Reasoning Challenge can replace an entire page of English describing a typical programming problem. The goal is to teach computers how to program. This OSS repository will contain a dataset of short…
