SynoExtractor: A Novel Pipeline for Arabic Synonym Extraction Using Word2Vec Word Embeddings

Table 18

Comparison between Sketch Engine and the SynoExtractor pipeline for synonym extraction.

	P@1	P@2	P@3	P@4	P@5	P@6	P@7	P@8	P@9	P@10	MAP	MAR
SE	0.266	0.166	0.177	0.166	0.146	0.144	0.108	0.108	0.096	0.086	0.343	0.097
Baseline	0.4	0.266	0.22	0.183	0.146	0.122	0.1	0.1	0.088	0.086	0.402	0.111
SynoExtractor	0.4	0.3	0.244	0.183	0.160	0.133	0.1	0.1	0.088	0.086	0.452	0.102