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On Cross-Dataset Generalization in Automatic Detection of Online Abuse

14 October 2020

Papers citing "On Cross-Dataset Generalization in Automatic Detection of Online Abuse"

20 / 20 papers shown

Title
Tackling Social Bias against the Poor: A Dataset and Taxonomy on Aporophobia Georgina Curto S. Kiritchenko Muhammad Hammad Fahim Siddiqui I. Nejadgholi Kathleen C. Fraser 36 0 0 17 Apr 2025
Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration Jan Fillies Adrian Paschke 67 1 0 07 Mar 2025
HateDay: Insights from a Global Hate Speech Dataset Representative of a Day on Twitter Manuel Tonneau Diyi Liu Niyati Malhotra Scott A. Hale Samuel Fraiberger Victor Orozco-Olvera Paul Röttger 178 2 0 23 Nov 2024
From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets Manuel Tonneau Diyi Liu Samuel Fraiberger Ralph Schroeder Scott A. Hale Paul Röttger 109 7 0 27 Apr 2024
NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data Manuel Tonneau Pedro Vitor Quinta de Castro Karim Lasri I. Farouq Lakshminarayanan Subramanian Victor Orozco-Olvera Samuel Fraiberger 100 12 0 28 Mar 2024
Topic Bias in Emotion Classification Maximilian Wegge Roman Klinger CVBM 35 0 0 14 Dec 2023
Latent Feature-based Data Splits to Improve Generalisation Evaluation: A Hate Speech Detection Case Study Maike Zufle Verna Dankers Ivan Titov 89 0 0 16 Nov 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 144 84 0 07 Jun 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 150 215 0 16 Feb 2023
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 268 99 0 06 Oct 2022
Detecting Harmful Online Conversational Content towards LGBTQIA+ Individuals Jamell Dacon Harry Shomer Shaylynn Crum-Dacon Jiliang Tang 63 8 0 15 Jun 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection Esma Balkir I. Nejadgholi Kathleen C. Fraser S. Kiritchenko FAtt 69 27 0 06 May 2022
Hidden behind the obvious: misleading keywords and implicitly abusive language on social media Wenjie Yin A. Zubiaga 72 28 0 03 May 2022
Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors I. Nejadgholi Kathleen C. Fraser S. Kiritchenko 49 21 0 05 Apr 2022
Cyberbullying Classifiers are Sensitive to Model-Agnostic Perturbations Chris Emmery Ákos Kádár Grzegorz Chrupała Walter Daelemans 55 5 0 17 Jan 2022
ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI Amanda Cercas Curry Gavin Abercrombie Verena Rieser 84 82 0 20 Sep 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 183 169 0 17 Feb 2021
HateCheck: Functional Tests for Hate Speech Detection Models Paul Röttger B. Vidgen Dong Nguyen Zeerak Talat Helen Z. Margetts J. Pierrehumbert 124 276 0 31 Dec 2020
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective S. Kiritchenko I. Nejadgholi Kathleen C. Fraser AILaw 113 88 0 22 Dec 2020
Towards Ethics by Design in Online Abusive Content Detection S. Kiritchenko I. Nejadgholi 73 13 0 28 Oct 2020