Image by Michal Jarmoluk from Pixabay

The Magic of Reactive Supervision

High Quality NLP Data Labeling Using Social Media Interactions

This story is based on the paper “Reactive Supervision: A New Method for Collecting Sarcasm Data” by Shmueli et al., EMNLP 2020.

Machine learning models are as good as the quality of their training data. Noisy, inaccurate labels can lead to disastrous predictions. But getting…