This paper presents a large corpus created from the original Quranic text, where semantically similar or related verses are linked together. This corpus will be a valuable evaluation resource for computational linguists investigating similarity and relatedness in short texts. Furthermore, this dataset can be used for evaluation of paraphrase analysis and machine translation tasks. Our dataset i...

Machine learning involves the task of training systems to be able make decisions without being explicitly programmed. Important among machine tasks is classification involving process machines predictions from predefined labels. Classification broadly categorized into three distinct groups: single-label (SL), multi-class, and multi-label (ML) classification. This research work presents an appli...

The Quran’s language is of great height and beauty, which one its many benefits. manner the Quranic enthralled anyone who heard it among Arabs. employment metaphors or amthal ways Quran conveyed. translation into other languages has become necessary in order to communicate meaning individuals do not speak Arabic. presents own set hurdles difficulties (Al-Nadawi, 1417H). Amthal musarrahah must b...

the research argues that the ending divine attributes of the quranic verses are related semantically to the verses’ theme. according to the content of the quranic verses, supported by some commentators, the ending divine attributes of the verses have such a deep semantic relationship with the verse content that if we abandon the ending attributes, some disorder is made in the verse theme. this ...