Table 8 Comparison of F-measure results between our proposed techniques and the baseline methods on the DUC 2002 collection for the single-document summarization task
From: EXABSUM: a new text summarization approach for generating extractive and abstractive summaries
Systems | Summary Type | DUC 2002 | |
|---|---|---|---|
ROUGE-1 | ROUGE-2 | ||
EXABSUMExtractive | Extractive | 0.493 | 0.257 |
EXABSUMAbstractive | Abstractive | 0.341 | 0.104 |
Parveen and Strube [19] | Extractive | 0.485 | 0.230 |
UnifiedRank | Extractive | 0.484 | 0.214 |
System 28 (best DUC 2002 participant) | Extractive | 0.480 | 0.228 |
Classifier4J | Extractive | 0.470 | 0.221 |
DE | Extractive | 0.466 | 0.123 |
FEOM | Extractive | 0.465 | 0.124 |
COMPENDIUM E | Extractive | 0.456 | 0.202 |
NetSum | Extractive | 0.449 | 0.111 |
Autosummarizer | Extractive | 0.437 | 0.191 |
COMPENDIUM E–A | Abstractive | 0.395 | – |
Fast Abstractive Summarization | Abstractive | 0.394 | 0.173 |
Get To The Point | Abstractive | 0.372 | 0.157 |
HP-UFPE FS | Extractive | 0.359 | 0.117 |