Multi-Reward Reinforced Summarization with Saliency and Entailment
Table 2: ROUGE F1 full length scores of our models on test-only DUC-2002 generalizability setup.
['Models', 'R-1', 'R-2', 'R-L', 'M']
Finally, we also tested our model’s generalizability/transfer skills, where we take the models trained on CNN/Daily Mail and directly test them on DUC-2002 in a test-only setup. This demonstrates that our ROUGESal+Entail model learned better transferable and generalizable skills of saliency and logical entailment.