Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Publication
TaxiNLI: Taking a Ride up the NLU Hill
Video
Directions in ML: “Neural architecture search: Coming of age”
Neural Architecture Search (NAS) is a very promising but still young field. I will start this talk by discussing various works aiming to build a scientific community around NAS, including benchmarks, best practices, and open…
Microsoft Research Blog
CodeXGLUE: A benchmark dataset and open challenge for code intelligence
According to Evans Data Corporation (opens in new tab), there are 23.9 million professional developers in 2019, and the population is expected to reach 28.7 million in 2024. With the growing population of developers, code…
Video
Recent Efforts Towards Efficient And Scalable Neural Waveform Coding
Acoustic signal compression techniques, converting the floating-point waveform into the bitstream representation, serve a cornerstone in the current data storage and telecommunication infrastructure. The rise of data-driven approaches for acoustic coding systems brings in not…
Project
coax: A Modular RL Package
coax is a modular Reinforcement Learning (RL) Python package for solving OpenAI Gym environments with JAX-based function approximators (using Haiku).
Video
Introduction to coax: A Modular RL Package
This is a short presentation introducing the open source project “coax”.
Tool
CodeXGLUE
CodeXGLUE is a benchmark dataset and open challenge for code intelligence. It includes a collection of code intelligence tasks and a platform for model evaluation and comparison. CodeXGLUE stands for General Language Understanding Evaluation benchmark…