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Unsupervised Abstractive Summarization on CNN/DM (test)

40.13ROUGE-1

FAR-RW*

Updated 4d ago

Evaluation Results

Method	Links
FAR-RW* 2022.12		40.13	17	36.34	-
Self-training (3rd round) + SummScore 2022.12		39.76	16.79	35.85	87.18
Self-training (2nd round) + SummScore 2022.12		39.49	16.69	35.61	87.07
Self-training (1st round) + SummScore 2022.12		38.75	16.11	34.78	86.88
TED 2022.12		38.73	16.84	35.4	-
Self-training (3rd round) 2022.12		38.47	15.95	34.48	87
Self-training (2nd round) 2022.12		38.17	15.77	34.25	86.87
Summary Loop 45 2022.12		37.7	14.8	34.7	-
PEGASUS (ours) + SummScore 2022.12		36.92	15.03	33.19	86.54
Self-training (1st round) 2022.12		36.68	14.52	32.72	86.49
PEGASUS (ours) 2022.12		35.47	13.89	31.61	86.29
PEGASUS 2022.12		32.9	13.28	29.38	-