An Edit-centric Approach for Wikipedia Article Quality Assessment
Table 2: Summary of our results. C indicates models that only perform classification, and C+G multi-task models. BL is short for BLEU-4.
['[BOLD] Dataset Model', '[BOLD] Dataset Model', '[BOLD] Validation  [BOLD] F1', '[BOLD] Validation  [BOLD] Acc', '[BOLD] Validation  [BOLD] BL', '[BOLD] Test  [BOLD] F1', '[BOLD] Test  [BOLD] Acc', '[BOLD] Test  [BOLD] BL']
We see how the addition of the generative task can improve the classification performance for both considered languages. In terms of the task trade-off, controlled with parameter λ, we empirically found that higher values tend to work better for datasets with more examples.