Research Article

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

Table 10

Best hyperparameter values (window size, dimensions, and epochs) for word embeddings’ training with KSUCCA and Gigaword corpora on CBOW and SG models.

CorpusModelWindow sizeDimensionsEpochs

KSUCCACBOW215050
SG215040
GigawordCBOW215050
SG215040