SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation
Table 2: ROUGE F1 scores on out-of-domain style test sets CNA and LTW.
['[EMPTY]', 'CNA Test Rouge-1', 'CNA Test Rouge-2', 'CNA Test Rouge-L', 'LTW Test Rouge-1', 'LTW Test Rouge-2', 'LTW Test Rouge-L']
The numbers indicate that the M-SP model significantly outperforms the S model, supporting the conclusion that the M-SP model is capable of performing on-the-fly adaptation of output style. This result is likely to reflect true style characteristics shared by these publishers, since both CNA and XIN are produced by Chinese news agencies (from Taiwan and mainland China, respectively), while both LTW and NYT are U.S. news agencies owned by the same media corporation.