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Summarization on CNN/Daily Mail (test)
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66
Relevance
BERT-ext + abs + RL + rerank
4.2552
20.2851
36.315
52.3449
Apr 17, 2018
Jul 12, 2018
Oct 7, 2018
Jan 2, 2019
Mar 29, 2019
Jun 24, 2019
Sep 19, 2019
Relevance
Readability
Total
Updated 4d ago
Evaluation Results
Method
Method
Links
Relevance
Readability
Total
BERT-ext + abs + RL + rerank
rerank=true, training=RL
2019.09
66
61
127
BERTSUM
2019.09
58
60
118
Sentence Rewrite
2019.09
56
59
115
ROUGESal+Entail
reward_type=multi-rewa...
2018.04
55
54
109
See et al.
2018.04
34
33
67
SumGAN
2018.08
6.74
6.79
-
Pointer-gen + coverage
2018.08
6.73
6.76
-
ML+RL ROUGE+Novel, with LM
language model=included
2018.08
6.63
6.35
-
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