Research Tools: code, datasets, & models

The GraphRAG project is a data pipeline and transformation suite that is designed to extract meaningful, structured data from unstructured text using the power of LLMs. To learn more about GraphRAG and how it can…

This framework aims to assist in the documentation of datasets to promote transparency and help dataset creators and consumers make informed decisions. You can read more about it in our paper: Open Datasheets: Machine-readable Documentation for…

Assistive software applications have been developed for a variety of day-to-day tasks, including currency recognition. BankNote-Net is an open dataset for assistive currency recognition.

Code supplementing AI for Good Lab’s work on long COVID sequelae using EHR data. This project aimed to discover long COVID sequelae (symptoms) from Electronic Health Records (EHR) data using causal impact analysis of time series…

This repository contains code for an active learning (opens in new tab) pipeline for detecting whales in high-resolution satellite imagery.

This repository contains code for running a giraffe keypoint detection model. The model estimates 4 keypoint locations in images containing a single giraffe, namely: top of ossicone, top of head, neck indent, and front bottom…

The nnScaler is a system that takes a DNN model that designed for single device, e.g., GPU, and automatically convert it into the program that can execute concurrently on multiple devices.

“Kahani” is a research prototype that allows the user to create stories with visually striking and culturally nuanced images (visuals/scenes) just by describing them in their local languages. This web-based tool will also allow users…

Garnet is a remote cache-store from Microsoft Research that offers strong performance (throughput and latency), scalability, storage, recovery, cluster sharding, key migration, and replication features. Garnet can work with existing Redis clients.

This repository contains code to replicate the experiments in “Do Language Models Know When They’re Hallucinating References?”