Modelling Protagonist Goals and Desires in First-Person Narrative
Table 5: Results of best LSTM model with different feature sets, compared to LR on DesireDB
['[BOLD] Method', '[BOLD] Features', '[BOLD] Ful-P', '[BOLD] Ful-R', '[BOLD] Ful-F1', '[BOLD] Unf-P', '[BOLD] Unf-R', '[BOLD] Unf-F1', '[BOLD] Precision', '[BOLD] Recall', '[BOLD] F1']
We then experimented with our best model on all of DesireDB. We also trained Naive Bayes, SVM and Logistic Regression (LR) classifiers as baselines, with the best results on the Dev set achieved by Logistic Regression. Our feature ablation study on the Dev set, discussed in Sec.