Bayesian Optimization of Text Representations
Table 7: Comparisons on the U.S. congressional vote dataset. SVM-link exploits link structures [Thomas et al.2006]; the min-cut result is from bansal; and SVM-SLE result is reported by ainur.
['[BOLD] Method', '[BOLD] Acc.']
Our method outperforms the best reported results of \newciteainur, which use a multi-level structured model based on a latent-variable SVM. We show comparisons to two well-known but weaker baselines, as well.