What's the SOTA on ACL-IMDB, and how fancy is it? A decent n-gram logreg baseline I just tried gets to 91.4% test accuracy with no tuning...
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Keras logreg with 0.5 dropout, on top 70k 4-grams selected via sklearn's f_classif score function. Binary vectorization. After 3 epochs.
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Some training runs get to 91.6. This is single-model. No parameter was tuned based on test scores, at all.
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