Automatic Article Commenting: the Task and Dataset
Table 7: Model performance under automatic metrics and human judgments.
['Metrics', 'IR-T', 'IR-TC', 'Seq2seq', 'Att', 'Att-TC']
We see that IR-TC performs best under most metrics, while all methods receive human scores lower than 3.0. It is thus highly desirable to develop advanced modeling approaches to tackle the challenges in automatic article commenting.