Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and Challenges

17 January 2024

Papers citing "Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and Challenges"

36 / 36 papers shown

Title
Session-based Cyberbullying Detection in Social Media: A Survey Peiling Yi A. Zubiaga 35 50 0 14 Jul 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 49 32 0 02 Jun 2022
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers Rabab Alkhalifa E. Kochkina A. Zubiaga 38 25 0 11 May 2022
Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages Mithun Das Somnath Banerjee Animesh Mukherjee 41 44 0 26 Apr 2022
COLD: A Benchmark for Chinese Offensive Language Detection Deng Jiawen Jingyan Zhou Hao Sun Chujie Zheng Fei Mi Helen M. Meng Minlie Huang 60 108 0 16 Jan 2022
Cross-lingual Hate Speech Detection using Transformer Models Teodor Tita A. Zubiaga 41 13 0 01 Nov 2021
Finetuned Language Models Are Zero-Shot Learners Jason W. Wei Maarten Bosma Vincent Zhao Kelvin Guu Adams Wei Yu Brian Lester Nan Du Andrew M. Dai Quoc V. Le ALM UQCV 120 3,742 0 03 Sep 2021
Cross-lingual Capsule Network for Hate Speech Detection in Social Media Aiqi Jiang A. Zubiaga 55 14 0 06 Aug 2021
SWSR: A Chinese Dataset and Lexicon for Online Sexism Detection Aiqi Jiang Xiaohan Yang Yang Liu A. Zubiaga 74 72 0 06 Aug 2021
Multilingual Offensive Language Identification for Low-resource Languages Tharindu Ranasinghe Marcos Zampieri 54 66 0 12 May 2021
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango Jorge A. Pérez Bárbara Poblete 40 9 0 30 Apr 2021
MUDES: Multilingual Detection of Offensive Spans Tharindu Ranasinghe Marcos Zampieri 50 41 0 18 Feb 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 152 168 0 17 Feb 2021
ERNIE-M: Enhanced Multilingual Representation by Aligning Cross-lingual Semantics with Monolingual Corpora Ouyang Xuan Shuohuan Wang Chao Pang Yu Sun Hao Tian Hua Wu Haifeng Wang 94 100 0 31 Dec 2020
HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection Binny Mathew Punyajoy Saha Seid Muhie Yimam Chris Biemann Pawan Goyal Animesh Mukherjee 112 575 0 18 Dec 2020
Hate Speech detection in the Bengali language: A dataset and its baseline evaluation Nauros Romim Mosahed Ahmed Hriteshwar Talukder Md. Saiful Islam 44 86 0 17 Dec 2020
Multilingual Offensive Language Identification with Cross-lingual Embeddings Tharindu Ranasinghe Marcos Zampieri 41 155 0 11 Oct 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 59 487 0 12 Jun 2020
Contextualizing Hate Speech Classifiers with Post-hoc Explanation Brendan Kennedy Xisen Jin Aida Mostafazadeh Davani Morteza Dehghani Xiang Ren 80 141 0 05 May 2020
Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection Srijan Bansal Vishal Garimella Ayush Suhane Jasabanta Patro Animesh Mukherjee 41 23 0 05 May 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 195 6,538 0 05 Nov 2019
CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech Yi-Ling Chung E. Kuzmenko Serra Sinem Tekiroğlu Marco Guerini 54 211 0 08 Oct 2019
Multilingual and Multi-Aspect Hate Speech Analysis N. Ousidhoum Zizheng Lin Hongming Zhang Yangqiu Song Dit-Yan Yeung 76 288 0 29 Aug 2019
Offensive Language and Hate Speech Detection for Danish Gudbjartur Ingi Sigurbergsson Leon Derczynski 37 163 0 13 Aug 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 168 1,077 0 27 Jul 2019
Mind Your Language: Abuse and Offense Detection for Code-Switched Languages Raghav Kapoor Yaman Kumar Singla Kshitij Rajput R. Shah Ponnurangam Kumaraguru Roger Zimmermann 27 34 0 23 Sep 2018
Hate Speech Dataset from a White Supremacy Forum Ona de Gibert Naiara Pérez Aitor García-Pablos Montse Cuadros 66 420 0 12 Sep 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 202 11,546 0 15 Feb 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 110 1,096 0 31 Oct 2017
Detecting Online Hate Speech Using Context Aware Models Lei Gao Ruihong Huang 65 249 0 20 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 284 1,657 0 11 Oct 2017
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,815 0 22 May 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 806 11,894 0 09 Mar 2017
Offline bilingual word vectors, orthogonal transformations and the inverted softmax Samuel L. Smith David H. P. Turban Steven Hamblin Nils Y. Hammerla OffRL 63 536 0 13 Feb 2017
Ex Machina: Personal Attacks Seen at Scale Ellery Wulczyn Nithum Thain Lucas Dixon 86 757 0 27 Oct 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 16,931 0 16 Feb 2016