Interpretability

Interpretability in Machine Learning: An Overview

Owen Shen
NLP

How Can We Improve Peer Review in NLP?

Anna Rogers, Isabelle Augenstein
Overviews

Don’t Forget About Associative Memories

Robert Bates
Deep Learning

Why Skin Lesions are Peanuts and Brain Tumors Harder Nuts

Thijs Kooi
Perspectives

The Gap: Where Machine Learning Education Falls Short

Jupinder Parmar
Policy

How the Police Use AI to Track and Identify You

Bryan McMahon
Trends

AI Democratization in the Era of GPT-3

Mark Riedl
Language

Transformers are Graph Neural Networks

Chaitanya K. Joshi
Perspectives

Shortcuts: How Neural Networks Love to Cheat

Jörn-Henrik Jacobsen, Robert Geirhos, Claudio Michaelis
Overviews

How to Stop Worrying About Compositionality

Aurelie Herbelot
Overviews

Challenges of Comparing Human and Machine Perception

Judy Borowski and Christina Funke