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Models/BertSum

BertSum

Reported on 11 benchmarks across 2 tasks · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base11 results

Text SummarizationonWikiHow
Content F1· 2020-08-21
29.8
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-1· 2020-08-21
35.91
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-2· 2020-08-21
13.9
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-L· 2020-08-21
34.82
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonHow2
ROUGE-1· uses extra data· 2020-08-21
48.26
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonHow2
Content F1· uses extra data· 2020-08-21
36.4
best: 48.9 (Ground-truth transcript + Action with Hierarchical Attn)
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonHow2
ROUGE-L· uses extra data· 2020-08-21
44.02
best: 54.9 (Ground-truth transcript + Action with Hierarchical Attn)
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
Content F1· 2020-08-21
29.8
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-1· 2020-08-21
35.91
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-2· 2020-08-21
13.9
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Text SummarizationonWikiHow
ROUGE-L· 2020-08-21
34.82
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676

Natural Language Processing4 results

Abstractive Text SummarizationonWikiHow
Content F1· 2020-08-21
29.8
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Abstractive Text SummarizationonWikiHow
ROUGE-1· 2020-08-21
35.91
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Abstractive Text SummarizationonWikiHow
ROUGE-2· 2020-08-21
13.9
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676
Abstractive Text SummarizationonWikiHow
ROUGE-L· 2020-08-21
34.82
SOTA
Abstractive Summarization of Spoken and Written Instructions with BERT arXiv:2008.09676