Machine Learning, Artificial Intelligence, Programming, Productivity, Technology.
in their NLP models, the vocabulary of frequently-occurring words changed over time, forcing them to update their preprocessor functions regularly. Our takeaway is that any function that summarizes data — be it cleaning tools, preprocessors, features, or models — needs to be refit regularly B/c