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

Table 16

The human evaluation results of applying the SynoExtractor pipeline on the Gigaword corpus.

	P@1	P@2	P@3	P@4	P@5	P@6	P@7	P@8	P@9	P@10	MAP
Baseline	0.666	0.533	0.511	0.516	0.506	0.488	0.466	0.466	0.451	0.446	0.600
LM filter	0.8	0.666	0.666	0.683	0.64	0.633	0.541	0.541	0.548	0.526	0.731
Co filter	0.8	0.6	0.577	0.616	0.6	0.544	0.45	0.45	0.340	0.306	0.748
POS filter	0.8	0.6	0.577	0.616	0.6	0.544	0.45	0.45	0.340	0.306	0.748