Understanding Content Using Deep Learning for Natural Language Processing

Explore a 35-minute conference talk from the Toronto Machine Learning Series (TMLS) on leveraging deep learning for natural language processing in content understanding. Dive into the challenges and solutions presented by Jaya Kawale, Director of Machine Learning at Tubi, an advertiser-based video-on-demand service. Discover how Tubi tackles the complexities of processing vast amounts of textual data, including user reviews, synopses, title plots, and Wikipedia entries, as well as metadata such as actors, ratings, release years, and studios. Gain insights into the platform developed for content understanding and learn about the innovative approaches used to extract meaningful information from diverse textual sources in the context of video streaming services.