Text Summarization Using FrameNet-Based Semantic Graph Model

Table 6

Performance comparison on DUC2004 using ROUGE evaluation methods.

Parameter	Lead	Random	GraphRank	FSGM (PageRank-like)	FSGM (HITS-like)
ROUGE-1	0.292	0.290	0.304	0.325	0.310
ROUGE-2	0.043	0.041	0.041	0.052	0.045
ROUGE-	0.271	0.264	0.265	0.298	0.280