Commonsense Reasoning for Natural Language Processing
This long-overdue blog post is based on the Commonsense Tutorial taught by Maarten Sap, Antoine Bosselut, Yejin Choi, Dan Roth, and myself at ACL 2020. Credit for much of the content goes to the co-instructors, but any errors are mine. In the last 5 years, popular media has made it seem that AI is nearly—if not already—solved by deep learning, with reports on super-human performance on speech recognition, image captioning, and object recognition. The release of Google Translate’s […]