NSURL-2019 Shared Task 8: Semantic Question Similarity in Arabic
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Abstract (arXiv)
Question semantic similarity (Q2Q) is a challenging task that is very useful in many NLP applications, such as detecting duplicate questions and question answering systems. In this paper, we present the results and findings of the shared task (Semantic Question Similarity in Arabic). The task was organized as part of the first workshop on NLP Solutions for Under Resourced Languages (NSURL 2019) The goal of the task is to predict whether two questions are semantically similar or not, even if they are phrased differently. A total of 9 teams participated in the task. The datasets created for this task are made publicly available to support further research on Arabic Q2Q.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 12 Sep 2019.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 3; 2025: 0; 2026: 1.
7 papers.
- 2022ORCA: A Challenging Benchmark for Arabic Language Understandingcited by 47
- 2023GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLPcited by 37
- 2023LAraBench: Benchmarking Arabic AI with Large Language Modelscited by 16
- 2024mEdIT: Multilingual Text Editing via Instruction Tuningcited by 13
- 2026AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabiccited by 2
- 2024On the importance of Data Scale in Pretraining Arabic Language Modelscited by 0
- 2024A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matchingcited by 0
- 2026AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic10 Feb 2026
- 2024A General and Flexible Multi-concept Parsing Framework for Multilingual Semantic Matching5 Mar 2024
- 2024mEdIT: Multilingual Text Editing via Instruction Tuning26 Feb 2024
- 2024On the importance of Data Scale in Pretraining Arabic Language Models15 Jan 2024
- 2023LAraBench: Benchmarking Arabic AI with Large Language Models24 May 2023
- 2023GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP24 May 2023
- 2022ORCA: A Challenging Benchmark for Arabic Language Understanding21 Dec 2022