Share your thoughts, 1 month free Claude Pro on usSee more

Abstractive Summarization on New York Times F1 variants of Rouge (test)

48.08ROUGE-1

DCA MLE+SEM+RL, mpgen, with-comm, with caa (m7)

Updated 1mo ago

Evaluation Results

Method	Links
DCA MLE+SEM+RL, mpgen, with-comm, with caa (m7) 2018.03		48.08	31.19	42.33
DCA MLE+SEM, mpgen, with-comm, with caa (m6) 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
DCA MLE+SEM, mpgen, with-comm (m5) 2018.03		46.2	30.01	40.65
MLE+RL, pgen, no-comm (m3) 2018.03		46.15	29.5	39.38
DCA MLE+SEM, pgen, no-comm (m4) 2018.03		45.84	28.23	39.32
MLE+SEM, pgen, no-comm (m2) 2018.03		44.5	28.04	38.8
MLE, pgen, no-comm (m1) 2018.03		44.28	26.01	37.87
ML, no intra-attention 2018.03		44.26	27.43	40.41