BuzzWords - How Bumble Does Multilingual Topic Modelling at Scale

Explore how Bumble tackles multilingual topic modeling at scale in this 12-minute conference talk from the Data Science Festival. Discover the challenges faced by the company in processing vast amounts of free-form text data and learn about their innovative solution, BuzzWords. Gain insights into how this GPU-powered, BERT-based system outperforms traditional topic modeling libraries in speed and efficiency, enabling the analysis of millions of multilingual data points. Understand the importance of topic modeling in extracting key issues from online discussions and see how Bumble's approach revolutionizes this fundamental data science tool for large-scale applications.