Research Tools: code, datasets, & models

Code on Github to reproduce data in Bias in Bios Paper

A high-resolution convolutional network backbone, better than ResNets. Many computer vision applications: ImageNet classification, semantic segmentation, object detection, and facial landmark detection.

The project is an official implementation of our CVPR2019 paper “Deep High-Resolution Representation Learning for Human Pose Estimation”

Deep Learning Based Real-Time Object Tracking

MSParS is a large-scale dataset for the open domain semantic parsing task. The whole dataset consists of 81,826 samples annotated by native English speakers. We randomly shuffle these samples and use 80% of them (63,826)…

The ELL models repository contains a number of pretrained models suited for different device footprints. Currently, there are pretrained models for image classification and audio keyword spotting.

Scripts to generate the knowledge-grounded conversation dataset. First used for DSTC7-Task2 challenge.

Scripts for dialog generation evaluation, tokenization, data preprocessing, and GUI interface.

NAIL agent provides the source code for an agent which won the 2018 Text-Based Adventure AI Competition. The repository will be also used to release further improvements as we developed better RL approaches to the…

Jericho is an environment that connects learning agents with interactive fiction games. It supports nearly 50 existing games, as well the TextWorld environment from MSR Montreal. The hope is that Jericho can be the standard…