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by yunyu 1242 days ago
A simple bag-of-words classifier requires some feature engineering, parameter tuning, continuous retraining for generalization, and actual thinking on the engineering end. Simply tossing a small amount of data at DeBERTa v3 (for classification/regression tasks) will give the same or better results 99% of the time, with a slight increase in inference cost and significantly less human effort.