Long unpunctuated texts containing complex linguistic sentences are a stumbling block to processing any low-resource languages. Thus, approaches that attempt segment lengthy with no proper punctuation into simple candidate vitally important preprocessing task in many hard-to-solve NLP applications. To this end, we propose solution for segmenting Arabic potentially independent clauses. This cons...