Sentence-Level Content Planning and Style Specificationfor Neural Text Generation
Table 4: Results on Wikipedia generation. Best results without oracle planning are in bold. ∗: Our models that are significantly better than all comparisons (p<0.001, approximate randomization test).
['[EMPTY]', '[BOLD] BLEU  [BOLD] Normal Wikipedia', '[BOLD] ROUGE  [BOLD] Normal Wikipedia', '[BOLD] METEOR  [BOLD] Normal Wikipedia', '[BOLD] Length  [BOLD] Normal Wikipedia', '[BOLD] BLEU  [BOLD] Simple Wikipedia', '[BOLD] ROUGE  [BOLD] Simple Wikipedia', '[BOLD] METEOR  [BOLD] Simple Wikipedia', '[BOLD] Length  [BOLD] Simple Wikipedia']
Wikipedia Generation. Results on Wikipedia The significant performance drop on ablated models without style prediction proves the effectiveness of style usage. Our model, if guided with oracle keyphrase selection per sentence, again achieves the best performance.