A Federated Learning Approach to Privacy Preserving Offensive Language
Identification

A Federated Learning Approach to Privacy Preserving Offensive Language Identification

17 April 2024

Marcos Zampieri

Damith Premasiri

Tharindu Ranasinghe

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Papers citing "A Federated Learning Approach to Privacy Preserving Offensive Language Identification"

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Title
Offensive Language Identification in Transliterated and Code-Mixed Bangla Md. Nishat Raihan Umma Hani Tanmoy Anika Binte Islam Kai North Tharindu Ranasinghe Antonios Anastasopoulos Marcos Zampieri 57 13 0 25 Nov 2023
Fusing finetuned models for better pretraining Leshem Choshen Elad Venezian Noam Slonim Yoav Katz FedML AI4CE MoMe 117 96 0 06 Apr 2022
FBERT: A Neural Transformer for Identifying Offensive Content Diptanu Sarkar Marcos Zampieri Tharindu Ranasinghe Alexander Ororbia VLM 60 56 0 10 Sep 2021
MUDES: Multilingual Detection of Offensive Spans Tharindu Ranasinghe Marcos Zampieri 75 41 0 18 Feb 2021
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 120 578 0 18 Dec 2020
HateBERT: Retraining BERT for Abusive Language Detection in English Tommaso Caselli Valerio Basile Jelena Mitrović Michael Granitzer 80 373 0 23 Oct 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe Marcos Zampieri 45 155 0 11 Oct 2020
Experiments of Federated Learning for COVID-19 Chest X-ray Images Boyi Liu Bingjie Yan Yize Zhou Yifan Yang Yixian Zhang OOD FedML 54 154 0 05 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 67 487 0 12 Jun 2020
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification Sara Rosenthal Pepa Atanasova Georgi Karadzhov Marcos Zampieri Preslav Nakov 54 165 0 29 Apr 2020
Arabic Offensive Language on Twitter: Analysis and Experiments Hamdy Mubarak Ammar Rashed Kareem Darwish Younes Samih Ahmed Abdelali 70 152 0 05 Apr 2020
Adaptive Federated Optimization Sashank J. Reddi Zachary B. Charles Manzil Zaheer Zachary Garrett Keith Rush Jakub Konecný Sanjiv Kumar H. B. McMahan FedML 179 1,452 0 29 Feb 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,587 0 05 Nov 2019
Federated Learning of N-gram Language Models Mingqing Chen A. Suresh Rajiv Mathews Adeline Wong Cyril Allauzen F. Beaufays Michael Riley FedML 111 75 0 08 Oct 2019
SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media (OffensEval) Marcos Zampieri S. Malmasi Preslav Nakov Sara Rosenthal N. Farra Ritesh Kumar 91 795 0 19 Mar 2019
Challenges in Discriminating Profanity from Hate Speech S. Malmasi Marcos Zampieri 71 243 0 14 Mar 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data H. B. McMahan Eider Moore Daniel Ramage S. Hampson Blaise Agüera y Arcas FedML 406 17,593 0 17 Feb 2016