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Abstractive Summarization on New York Times (test)

57.75ROUGE-1

BRIO-Mul

Updated 4d ago

Evaluation Results

Method	Links
BRIO-Mul 2022.03		57.75	38.64	54.54
BRIO-Ctr 2022.03		55.98	36.54	52.51
BART 2022.03		55.78	36.61	52.6
(m7) DCA MLE+SEM+RL 2018.03		48.08	31.19	42.33
DCA 2018.08		48.08	31.19	42.33
Bottom-Up Summarization 2018.08		47.38	31.23	41.81
(m6) DCA MLE+SEM 2018.03		47.3	30.5	41.06
RL, no intra-attention 2018.03		47.22	30.51	43.27
ML+RL, no intra-attention 2018.03		47.03	30.72	43.1
ML+RL 2018.08		47.03	30.72	43.1
(m5) DCA MLE+SEM 2018.03		46.2	30.01	40.65
(m3) MLE+RL 2018.03		46.15	29.5	39.38
(m4) DCA MLE+SEM 2018.03		45.84	28.23	39.32
Pointer-Generator 2018.08		45.13	30.13	39.67
(m2) MLE+SEM 2018.03		44.5	28.04	38.8
(m1) MLE 2018.03		44.28	26.01	37.87
ML, no intra-attention 2018.03		44.26	27.43	40.41
ML 2018.08		44.26	27.43	40.41