This data set contains 1377 positive question paraphrases for Turkish Languages and 2187 negative examples. The original questions are taken from Istanbul Bilgi Universitiy Frequently Asking Questions resource https://www.bilgi.edu.tr/tr/yasam/ogrenci/sss/. Later,we manually added two additional truly semantically equivalent additional questions. These quesitons pairs are considered postivie example of the quesiton paraphrasing.
We also supplemented 2187 negative examples labeled as 0. The source of negative examples are be pairs of "related questions" which, although pertaining to similar topics, are not truly semantically equivalent. It would be very much like Quora Question Pairs https://www.quora.com/q/quoradata/First-Quora-Dataset-Release-Question-Pairs
To do classify wheter two questions are duplicate, we can train a simple classification algorithm. We plan to implement a ML-based paraphrase question detection model for Turkish language. It would be very helpfull especially for ChatBot framework in Turkish Language.