BiSET: Bi-directional Selective Encoding with Template for Abstractive Summarization
Table 2: Results of different interaction approaches.
['Interaction method', 'ROUGE-1', 'ROUGE-2', 'ROUGE-L']
Even though DCN Attention works impressively in machine reading comprehension, it performs even worse in this task than the simple concatenation. We conjecture the reason is that the DCN Attention attempts to fuse the template information into an article as in machine reading comprehension, rather than selects key information from the two to form an enhanced article representation.