Programming languages and software engineering
Microsoft Research Blog
Research Focus: Week of March 18, 2024
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Large language models (LLMs) have shown impressive capabilities,…
Microsoft Research Blog
Intelligent monitoring: Towards AI-assisted monitoring for cloud services
Integrating AI into cloud service monitoring improves incident detection accuracy, reduces unnecessary alerts, and enhances overall system reliability. This helps organizations better align with business goals and increase customer satisfaction.
Dataset Source Code
Research Analysis Tools
Rats is a collection of tools to help researchers define and run experiments. It is designed to be a modular and extensible framework currently supporting building and running pipelines, integrating configs and services.
Dataset Source Code
Node Engine
Node Engine is a Python service that executes a computational flow. It is designed for rapid prototyping of services and applications, e.g. used as a chatbot service in a larger system. Each call to the service…
Podcast
What’s Your Story: Nicole Forsgren
Partner Research Manager and developer experience expert Nicole Forsgren talks about the future of software engineering with AI, why she loves tech, and her reliance on a spreadsheet and her gut when making career-changing decisions.
Dataset Source Code
Neural Invariant Ranker
Official code release of our EMNLP 2023 work NeuralInvariantRanker. We have designed a ranker that can distinguish between correct inductive invariants and incorrect attempts based on the problem definition. The ranker is optimized as a…