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Yhn first seen 12 h ago, last 14 min ago, peak #17

Sebastian Raschka traces text classification from bag-of-words to Jev

Original: Language models for text classification: From bag-of-words to Jev

Machine learning researcher Sebastian Raschka has published a long-form article reviewing the history of text classification methods, from classic bag-of-words and naive Bayes approaches through embeddings to Jev, a recent language-model-based classifier. The piece explains how the field evolved and why modern language models are changing how practitioners approach classification tasks.

Why now: The article offers a rare accessible overview connecting decades of classification techniques to the newest language-model approaches, appealing to ML practitioners.

Sebastian RaschkaJev

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