Diversity driven Attention Model for Query-based Abstractive Summarization
Table 3: Performance on various models using full-length ROUGE metrics
['Models', 'ROUGE-1', 'ROUGE-2', 'ROUGE-L']
Effect of Query: Comparing rows 1 and 2 we observe that adding an encoder for the query and allowing it to influence the outputs of the decoder indeed improves the performance. This is expected as the query contains some keywords which could help in sharpening the focus of the summary.