Table 3 ROUGE results for EXABSUMExtractive on DUC2002 dataset: analysis of features with comb as the combined scoring techniques
From: EXABSUM: a new text summarization approach for generating extractive and abstractive summaries
Summary Type | Scoring Techniques | DUC 2002 | |||
|---|---|---|---|---|---|
ROUGE-1 | ROUGE-2 | ROUGE-SU4 | ROUGE-L | ||
EXABSUMExtractive | \(TR-ISF\) ONLY | 0.439 | 0.188 | 0.205 | 0.396 |
EXABSUMExtractive | Comb1:\(TR-ISF\)+ Sentence position | 0.441 | 0.189 | 0.207 | 0.401 |
EXABSUMExtractive | Comb2: \(TR-ISF\)+ Sentence Position + Sentence Length | 0.488 | 0.236 | 0.251 | 0.442 |
EXABSUMExtractive | Comb3: \(TR-ISF\)+ Sentence Position + Sentence Length + Sentence resemblance To the Title | 0.493 | 0.257 | 0.288 | 0.472 |
EXABSUMAbstractive | Graphs + Reranking based on keyphrases ONLY | 0.341 | 0.104 | 0.134 | 0.322 |