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

Table 15

Human evaluation results of using the SynoExtractor pipeline on the KSUCCA corpus.

	P@1	P@2	P@3	P@4	P@5	P@6	P@7	P@8	P@9	P@10	MAP
Baseline	0.733	0.533	0.466	0.366	0.320	0.322	0.291	0.291	0.266	0.266	0.501
LM filter	0.733	0.633	0.488	0.416	0.373	0.377	0.308	0.308	0.288	0.266	0.551
Co filter	0.733	0.633	0.533	0.45	0.413	0.411	0.3	0.3	0.281	0.266	0.605
POS filter	0.733	0.633	0.533	0.45	0.413	0.411	0.3	0.3	0.281	0.266	0.605