Distinguishing Antonyms and Synonymsin a Pattern-based Neural Network
Table 4: Comparing the novel distance feature with Schwarz et al.’s direction feature, across word classes.
['[BOLD] Feature', '[BOLD] Model', '[BOLD] Adjective  [BOLD] P', '[BOLD] Adjective  [BOLD] R', '[BOLD] Adjective  [BOLD] F1', '[BOLD] Verb  [BOLD] P', '[BOLD] Verb  [BOLD] R', '[BOLD] Verb  [BOLD] F1', '[BOLD] Noun  [BOLD] P', '[BOLD] Noun  [BOLD] R', '[BOLD] Noun  [BOLD] F1']
The distance feature enhances the performance of our proposed models more effectively than the direction feature does, across all word classes.