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Toxic language detection: a systematic review of Arabic datasets

12 December 2023

Imene Bensalem

Paolo Rosso

Hanane Zitouni

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Papers citing "Toxic language detection: a systematic review of Arabic datasets"

32 / 32 papers shown

Title
Towards Efficient and Explainable Hate Speech Detection via Model Distillation Paloma Piot Javier Parapar 186 169 0 18 Dec 2024
Arabic Dataset for LLM Safeguard Evaluation Yasser Ashraf Yuxia Wang Bin Gu Preslav Nakov Timothy Baldwin 78 1 0 22 Oct 2024
Analyzing Dataset Annotation Quality Management in the Wild Jan-Christoph Klie Richard Eckart de Castilho Iryna Gurevych 82 26 0 16 Jul 2023
Enriching the NArabizi Treebank: A Multifaceted Approach to Supporting an Under-Resourced Language Arij Riabi Menel Mahamdi Djamé Seddah 83 5 0 26 Jun 2023
Transformers and Ensemble methods: A solution for Hate Speech Detection in Arabic languages Angel Felipe Magnossão de Paula Imene Bensalem Paolo Rosso Wajdi Zaghouani 56 5 0 17 Mar 2023
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 83 45 0 21 Dec 2022
Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic Firoj Alam Hamdy Mubarak Wajdi Zaghouani Giovanni Da San Martino Preslav Nakov 64 56 0 18 Nov 2022
Masader Plus: A New Interface for Exploring +500 Arabic NLP Datasets Yousef Altaher A. Fadel Mazen Alotaibi Mazen Alyazidi Mishari Al-Mutairi ... Mustafa Ghaleb Nouamane Tazi Raed Alharbi Maraim Masoud Zaid Alyafeai 72 10 0 01 Aug 2022
Handling and Presenting Harmful Text in NLP Research Hannah Rose Kirk Abeba Birhane Bertie Vidgen Leon Derczynski 85 51 0 29 Apr 2022
Towards Responsible Natural Language Annotation for the Varieties of Arabic A. S. Bergman Mona T. Diab 93 19 0 17 Mar 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection Thomas Hartvigsen Saadia Gabriel Hamid Palangi Maarten Sap Dipankar Ray Ece Kamar 90 388 0 17 Mar 2022
Emojis as Anchors to Detect Arabic Offensive Language and Hate Speech Hamdy Mubarak Sabit Hassan Shammur A. Chowdhury 65 53 0 18 Jan 2022
Masader: Metadata Sourcing for Arabic Text and Speech Data Resources Zaid Alyafeai Maraim Masoud Mustafa Ghaleb Maged S. Al-Shaibani 96 26 0 13 Oct 2021
TEET! Tunisian Dataset for Toxic Speech Detection S. Gharbi Heger Arfaoui Hatem Haddad Mayssa Kchaou 27 5 0 11 Oct 2021
Findings of the NLP4IF-2021 Shared Tasks on Fighting the COVID-19 Infodemic and Censorship Detection Shaden Shaar Firoj Alam Giovanni Da San Martino Alex Nikolov Wajdi Zaghouani Preslav Nakov Anna Feldman 62 46 0 23 Sep 2021
A Second Pandemic? Analysis of Fake News About COVID-19 Vaccines in Qatar Preslav Nakov Firoj Alam Shaden Shaar Giovanni Da San Martino Yifan Zhang 78 25 0 22 Sep 2021
"Garbage In, Garbage Out" Revisited: What Do Machine Learning Application Papers Report About Human-Labeled Training Data? R. Geiger Dominique Cope Jamie Ip Marsha Lotosh Aayush Shah Jenny Weng Rebekah Tang 42 63 0 05 Jul 2021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Julia Kreutzer Isaac Caswell Lisa Wang Ahsan Wahab D. Esch ... Duygu Ataman Orevaoghene Ahia Oghenefego Ahia Sweta Agrawal Mofetoluwa Adeyemi 60 278 0 22 Mar 2021
Detecting Harmful Content On Online Platforms: What Platforms Need Vs. Where Research Efforts Go Arnav Arora Preslav Nakov Momchil Hardalov Sheikh Muhammad Sarwar Vibha Nayak ... Dimitrina Zlatkova Kyle Dent Ameya Bhatawdekar Guillaume Bouchard Isabelle Augenstein 76 51 0 27 Feb 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 125 581 0 18 Dec 2020
Impact and dynamics of hate and counter speech online Joshua Garland K. Zahedi Jean-Gabriel Young Laurent Hébert-Dufresne M. Galesic 25 61 0 16 Sep 2020
Fighting the COVID-19 Infodemic in Social Media: A Holistic Perspective and a Call to Arms Firoj Alam Fahim Dalvi Shaden Shaar Nadir Durrani Hamdy Mubarak ... Giovanni Da San Martino Ahmed Abdelali Hassan Sajjad Kareem Darwish Preslav Nakov 82 102 0 15 Jul 2020
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020) Marcos Zampieri Preslav Nakov Sara Rosenthal Pepa Atanasova Georgi Karadzhov Hamdy Mubarak Leon Derczynski Zeses Pitenis cCaugri cColtekin 79 488 0 12 Jun 2020
Countering hate on social media: Large scale classification of hate and counter speech Joshua Garland K. Zahedi Jean-Gabriel Young Laurent Hébert-Dufresne M. Galesic 74 67 0 02 Jun 2020
Fighting the COVID-19 Infodemic: Modeling the Perspective of Journalists, Fact-Checkers, Social Media Platforms, Policy Makers, and the Society Firoj Alam Shaden Shaar Fahim Dalvi Hassan Sajjad Alex Nikolov ... Tommaso Caselli Gijs Danoe Friso Stolk Britt Bruntink Preslav Nakov 95 160 0 30 Apr 2020
Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak Ammar Rashed Kareem Darwish Younes Samih Ahmed Abdelali 81 152 0 05 Apr 2020
Directions in Abusive Language Training Data: Garbage In, Garbage Out Bertie Vidgen Leon Derczynski 89 266 0 03 Apr 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 151 974 0 28 Feb 2020
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 104 291 0 29 Aug 2019
Hateful People or Hateful Bots? Detection and Characterization of Bots Spreading Religious Hatred in Arabic Social Media Nuha Albadi Maram Kurdi Shivakant Mishra 41 27 0 01 Aug 2019
Deceiving Google's Perspective API Built for Detecting Toxic Comments Hossein Hosseini Sreeram Kannan Baosen Zhang Radha Poovendran AAML 85 328 0 27 Feb 2017
Arabizi Detection and Conversion to Arabic Kareem Darwish 70 102 0 28 Jun 2013