Bayesian Optimization of Text Representations
Table 4: Comparisons on the Stanford sentiment treebank dataset. Scores are as reported by socher and paragraphvector.
['[BOLD] Method', '[BOLD] Acc.']
Stanford sentiment treebank Our logistic regression model outperforms the baseline SVM reported by \newcitesocher, who used only unigrams but did not specify the weighting scheme for their SVM baseline.