Search Results for author: Yoelle Maarek

Found 5 papers, 1 papers with code

Leveraging Crowdsourcing Data For Deep Active Learning - An Application: Learning Intents in Alexa

no code implementations12 Mar 2018 Jie Yang, Thomas Drake, Andreas Damianou, Yoelle Maarek

Experiments show that our framework can accurately learn annotator expertise, infer true labels, and effectively reduce the amount of annotations in model training as compared to state-of-the-art approaches.

Active Learning intent-classification +1

How Many Folders Do You Really Need?

no code implementations29 Jun 2016 Mihajlo Grbovic, Guy Halawi, Zohar Karnin, Yoelle Maarek

We report how we have discovered that a set of 6 "latent" categories (one for human- and the others for machine-generated messages) can explain a significant portion of email traffic.

General Classification

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