Abstractive Text Summarization On Abstractive
Metrics
# Parameters
BERTScore
ROUGE-1
ROUGE-2
ROUGE-L
Results
Performance results of various models on this benchmark
Model Name | # Parameters | BERTScore | ROUGE-1 | ROUGE-2 | ROUGE-L | Paper Title | Repository |
|---|---|---|---|---|---|---|---|
| BART-IT | 140 | 73.24 | 35.42 | 15.88 | 25.12 | BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization | |
| IT5 | - | - | 33.83 | - | - | Two New Datasets for Italian-Language Abstractive Text Summarization | |
| mBART | - | - | 36.50 | - | - | Two New Datasets for Italian-Language Abstractive Text Summarization | |
| mT5 | 390 | 72.77 | 34.13 | 15.76 | 24.84 | BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization | |
| mBART | 610 | 73.4 | 36.52 | 17.52 | 26.14 | BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization | |
| IT5-base | 220 | 70.3 | 33.99 | 15.59 | 24.91 | BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization |
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