Human language technologies
Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.
Tool
CFPO: Content-Format Integrated Prompt Optimization
CFPO (Content-Format Integrated Prompt Optimization) is a novel methodology that concurrently optimizes both prompt content and format for Large Language Models (LLMs) through an iterative refinement process. It addresses the limitations of existing prompt optimization…
Project
Project Gecko
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
Project
National AI Research Resource (NAIRR) Pilot
Microsoft is delighted to contribute as a lead supporter of the National AI Research Resource (NAIRR) pilot. (opens in new tab) The mission of the NAIRR pilot aligns with our commitment to broaden AI research…
Video
October 2024 CACM: AI Should Challenge, Not Obey
Advait Sarkar discusses “AI Should Challenge, Not Obey,” an Opinion Article in the October 2024 CACM.
Video
Accelerating Multilingual RAG Systems
As Retrieval-Augmented Generation (RAG) systems gain prominence for grounding large language models (LLMs) in external knowledge, constructing evaluation frameworks is critical in accelerating developments across multiple diverse languages. This talk introduces a comprehensive multilingual RAG…
