Research Article
[Retracted] Qualitative Analysis of Text Summarization Techniques and Its Applications in Health Domain
Table 1
ROUGE metrics for MultiNews dataset.
| No. | Algorithm | Rog-1-f | Rog-1-p | Rog-1-r | Rog-2-f | Rog-2-p | Rog-2-r | Rog-l-f | Rog-l-p | Rog-l-r |
| 1 | TF-IDF | 0.2971 | 0.35273 | 0.25663 | 0.0821 | 0.0987 | 0.0703 | 0.2495 | 0.2849 | 0.222 | 2 | LexRank | 0.2941 | 0.4203 | 0.22619 | 0.0765 | 0.1077 | 0.0593 | 0.2307 | 0.3306 | 0.1772 | 3 | BertSum | 0.2584 | 0.42442 | 0.18581 | 0.0745 | 0.1325 | 0.0519 | 0.2268 | 0.3501 | 0.1678 | 4 | TextRank | 0.5948 | 0.60544 | 0.58456 | 0.1112 | 0.0736 | 0.2276 | 0.2828 | 0.2041 | 0.4605 | 5 | PEGASUS | 0.438 | 0.49796 | 0.39095 | 0.1998 | 0.2261 | 0.179 | 0.3734 | 0.4296 | 0.3303 |
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