AAAI Press Formatting Instructions for Authors Using LaTeX — A Guide
Table 4: Translation results on unbalanced De⇒En and En⇒Fr multi-domain data. “+” denotes appending new features to the above row. “↑” indicates statistically significant difference (p<0.01) from “Transformer” on different domains.
['[BOLD] #', '[BOLD] Architecture', '[BOLD] De⇒En Law', '[BOLD] De⇒En Med.', '[BOLD] De⇒En IT', '[BOLD] De⇒En Koran', '[BOLD] De⇒En Avg.', '[BOLD] De⇒En △', '[BOLD] En⇒Fr Med.', '[BOLD] En⇒Fr Par.', '[BOLD] En⇒Fr Avg.', '[BOLD] En⇒Fr △']
As seen, the proposed models significantly and incrementally improve the translation quality in all cases, although there are considerable differences among different scenarios.