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In this paper we describe the detailed information of NLP-NITMZ system on the participation of DPIL 1 shared task at Forum for Information Retrieval Evaluation (FIRE 2016). The main aim of DPIL shared task is to detect paraphrases in Indian Languages. Paraphrase detection is an important part in the field of Information Retrieval, Document Summarization, Question Answering, Plagiarism Detection etc. In our approach, we used language independent feature-set to detect paraphrases in Indiandblp:conf/fire/SarkarSBPDG16 fatcat:rig2bbwhfjbthbn3mnx6vz4zdq