The Inception Team at NSURL-2019 Task 8: Semantic Question Similarity in Arabic

04/24/2020

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by   Hana Al-Theiabat, et al.

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This paper describes our method for the task of Semantic Question Similarity in Arabic in the workshop on NLP Solutions for Under-Resourced Languages (NSURL). The aim is to build a model that is able to detect similar semantic questions in the Arabic language for the provided dataset. Different methods of determining questions similarity are explored in this work. The proposed models achieved high F1-scores, which range from (88 result is produced from the ensemble model of using a pre-trained multilingual BERT model with different random seeds with 95.924 first among nine participants teams.