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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Intuitively, a stronger logreg baseline should get above 92%. A gradient boosted trees + logreg ensemble even higher
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