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Data platforms and analytics

TaskWeaver: A code-first agent framework for efficient data analytics and domain adaptation

Garnet: an open-source, next-generation, faster cache-store for accelerating applications and services

GenAI for Industry - AI-generated image compilation of industrial blueprints from renewable energy to transporation and manufacturing

Injecting New Knowledge into Large Language Models via Supervised Fine-Tuning

Enhanced autoscaling with VASIM: Vertical Autoscaling Simulator Toolkit

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Published Date

Publication

TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning

Yuan Sui, Jiaru Zou, Mengyu Zhou, Xinyi He, Lun Du, Shi Han, Dongmei Zhang

The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP ’24) | November 2024

Project

Publication

Rhythm of Work: Mixed-methods Characterization of Information Workers Scheduling Preferences and Practices

Lu Sun, Lillio Mok, Shilad Sen, Bahar Sarrafzadeh

2024 Conference on Computer Supported Cooperative Work | November 2024

Project

Project Egypt

Technology to enable widespread availability of greenhouse gas data and insights Greenhouse gas (GHG) concentrations have continued to grow, fueling the climate crisis. Yet, measuring GHG emissions efficiently and at scale remains surprisingly elusive due…

Publication

Choosing your Surgeon Wisely: Using Provider-Procedure-Volume-Specific Data for Informed Choice

Bill Weeks, Bruno Demuro Segundo, Dan M Lee, Divya Michael, James Weinstein, Juan M. Lavista Ferres

Journal of Community Medicine & Public Health | October 2024

Project

Microsoft Research Blog

Research Focus: Week of October 7, 2024

October 9, 2024

Simplifying secure decision tree training; Improving accuracy of audio content detection; A novel neurosymbolic system for converting text to tables; New video series: AI for Business Transformation; TEE security protections for container workloads.

Group

Interactive Multimodal AI Systems (IMAIS)

The Interactive Multimodal AI Systems focuses on creating interactive systems and experiences that blend the richness and complexity of people and their real, physical world with advanced technology. We seek to leverage multimodal generative AI…

Publication