Matt Honnibal's guest appearances

Matt Honnibal

NLP Highlights

Sebastian Ruder

Ines Montani

Noah Smith

Michael Collins

Brendan O'Connor

Victor Sanh

Sam Bowman

Nathan Schneider

Matt Gardner

Chris Dyer

John Hewitt

Dan Roth

Leon Derczynski

Zhou Yu

Jon Clark

OwlTail

Most NLP projects rely crucially on the quality of annotations used for training and evaluating models. In this episode, Matt and Ines of Explosion AI tell us how Prodigy can improve data annotation and model development workflows. Prodigy is an annotation tool implemented as a python library, and it comes with a web application and a command line interface. A developer can define input data streams and design simple annotation interfaces. Prodigy can help break down complex annotation decisions into a series of binary decisions, and it provides easy integration with spaCy models. Developers can specify how models should be modified as new annotations come in in an active learning framework.Prodigy: https://prodi.gyProdigy recipe scripts: https://github.com/explosion/prodigy-recipesTwitter:https://twitter.com/_inesmontani https://twitter.com/honnibal

Most NLP projects rely crucially on the quality of annotations used for training and evaluating models. In this episode, Matt and Ines of Explosion AI tell us how Prodigy can improve data annotation and model development workflows. Prodigy is an annotation tool implemented as a python library, and it comes with a web application and a command line interface. A developer can define input data streams and design simple annotation interfaces. Prodigy can help break down complex annotation decisions into a series of binary decisions, and it provides easy integration with spaCy models. Developers can specify how models should be modified as new annotations come in in an active learning framework. Prodigy: <a href="https://prodi.gy" rel="nofollow" target="_blank">https://prodi.gy</a> Prodigy recipe scripts: <a href="https://github.com/explosion/prodigy-recipes" rel="nofollow" target="_blank">https://github.com/explosion/prodigy-recipes</a> Twitter: <a href="https://twitter.com/_inesmontani" rel="nofollow" target="_blank">https://twitter.com/_inesmontani</a> <a href="https://twitter.com/honnibal" rel="nofollow" target="_blank">https://twitter.com/honnibal</a>

78. Where do corpora come from?, with Matt Honnibal and Ines Montani