Table 7 F-measure comparison: our proposed techniques vs. baselines for single-document summarization on the DUC 2001 collection
From: EXABSUM: a new text summarization approach for generating extractive and abstractive summaries
Summary type | Summary type | DUC 2001 | |
|---|---|---|---|
ROUGE-1 | ROUGE-2 | ||
EXABSUMExtractive | Extractive | 0.480 | 0.208 |
EXABSUMAbstractive | Abstractive | 0.319 | 0.151 |
DE | Extractive | 0.478 | 0.185 |
FEOM | Extractive | 0.477 | 0.185 |
NetSum | Extractive | 0.464 | 0.176 |
UnifiedRank | Extractive | 0.453 | 0.176 |
System T (best DUC 2001 participant) | Extractive | 0.445 | 0.202 |
Classifier4J | Extractive | 0.444 | 0.198 |
Autosummarizer | Extractive | 0.419 | 0.169 |
HP-UFPE FS | Extractive | 0.359 | 0.117 |