Reliability and Agreement on Category-Valence Classifications of Headlines

The classifications of articles provided by Manzama Insights are produced by a neural network model trained with human data. The classification relates the text of a headline to a category-valence combination.

Because new events and terms are constantly emerging, we have an ever evolving 35-page guideline to help the human evaluators make consistent classifications.

Download the guide to learn more!