Microsoft Research Lab – India
프로젝트
설립:
This project studies the data protection challenges when models and agents interact with sensitive data across multiple users. Large language models (LLMs) are increasingly deployed in enterprise settings where thLarge language models (LLMs) are increasingly deployed in enterprise environments, where…
A cross-lab initiative building equitable, trusted multilingual Copilots for population-scale use, starting with speech-first agricultural assistants for smallholder farmers in East Africa and South Asia
Algorithm to generate complex LLM prompts from scratch Note: This research project has reached its conclusion. These pages are maintained for reference and archival purposes. Given a task in the form of a basic description and its training examples, prompt…
At Microsoft Research Lab India, we conduct a variety of healthcare related research, including smartphone-based low-cost diagnostics, generative AI chatbots to support the healthcare ecosystem, and promote mental well-being of employees.
CataractBot, ASHABot, DRBot, OncoBot Patients and their caregivers often experience anxiety before undergoing medical treatment. They require timely, trustworthy, detailed, and accurate information about their condition and care. To address this need, we designed and developed a family of HealthBots…
설립:
With Emphasis on the Global South The work on accessibility at MSR India has spanned the range from spatial audio with HoloLens to the use of feature phones to reach children with vision impairments and a spectrum of tangible toys…
Design, analysis and interpretability of large language models Note: This research project has reached its conclusion. These pages are maintained for reference and archival purposes. Transformers and large language models (LLMs) have had enormous success in recent years. Yet they…
Kahani: Visual Storytelling is a research prototype that allows the user to create visually striking and culturally nuanced images just by describing them in their local languages.
Scaling performance beyond Moore’s law Note: This research project has reached its conclusion. These pages are maintained for reference and archival purposes. Domain specialization is expected to play a big role in how computer systems evolve in future. With the end of Moore’s Law, we are already seeing CPU, GPU and domain specific hardware evolving rapidly. The next decade is therefore expected to see big changes in how we develop, compile and run software. This project focuses on data systems, a…