Nowadays, Arabic paraphrase identification based on semantic similarity analysis between source text and suspicious text is a difficult task in Natural Language Processing NLP of which we examine the similarity degree of a given pair of texts, in varying in different levels such as word, sentence or paragraph (Vo et al., 2015).
many distributional semantic approaches based on the resemblance determination of their signification and their semantic contain (Negre, 2013) have drawn a considerable amount of attention by research community.