ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI

20 September 2021

Papers citing "ConvAbuse: Data, Analysis, and Benchmarks for Nuanced Abuse Detection in Conversational AI"

34 / 34 papers shown

Title
Towards a comprehensive taxonomy of online abusive language informed by machine leaning Samaneh Hosseini Moghaddam Kelly Lyons Cheryl Regehr Vivek Goel Kaitlyn Regehr 30 0 0 24 Apr 2025
Subjective Logic Encodings Jake Vasilakes Chrysoula Zerva Sophia Ananiadou 48 0 0 17 Feb 2025
Understanding The Effect Of Temperature On Alignment With Human Opinions Maja Pavlovic Massimo Poesio 28 1 0 15 Nov 2024
Insights on Disagreement Patterns in Multimodal Safety Perception across Diverse Rater Groups Charvi Rastogi Tian Huey Teh Pushkar Mishra Roma Patel Zoe C. Ashwood ... Alicia Parrish Ding Wang Vinodkumar Prabhakaran Lora Aroyo Verena Rieser EGVM 26 1 0 22 Oct 2024
Intuitions of Compromise: Utilitarianism vs. Contractualism Jared Moore Yejin Choi Sydney Levine 33 0 0 07 Oct 2024
Re-examining Sexism and Misogyny Classification with Annotator Attitudes Aiqi Jiang Nikolas Vitsakis Tanvi Dinkar Gavin Abercrombie Ioannis Konstas 47 1 0 04 Oct 2024
Decoding Hate: Exploring Language Models' Reactions to Hate Speech Paloma Piot Javier Parapar 45 1 0 01 Oct 2024
Leveraging Annotator Disagreement for Text Classification Jin Xu Mariët Theune Daniel Braun 30 2 0 26 Sep 2024
The Effectiveness of LLMs as Annotators: A Comparative Overview and Empirical Analysis of Direct Representation Maja Pavlovic Massimo Poesio 42 17 0 02 May 2024
SafetyPrompts: a Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety Paul Röttger Fabio Pernisi Bertie Vidgen Dirk Hovy ELM KELM 58 31 0 08 Apr 2024
Corpus Considerations for Annotator Modeling and Scaling O. O. Sarumi Béla Neuendorf Joan Plepi Lucie Flek Jorg Schlotterer Charles F Welch 41 1 0 02 Apr 2024
Impoverished Language Technology: The Lack of (Social) Class in NLP Amanda Cercas Curry Zeerak Talat Dirk Hovy 39 0 0 06 Mar 2024
$Subjective $\textit{Isms}$? On the Danger of Conflating Hate and Offence in Abusive Language Detection$ Subjective $\textit{Isms}$ ? On the Danger of Conflating Hate and Offence in Abusive Language Detection Amanda Cercas Curry Gavin Abercrombie Zeerak Talat 29 8 0 04 Mar 2024
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments Neeraj Kumar Singh Koyel Ghosh Joy Mahapatra Utpal Garain Apurbalal Senapati 11 0 0 20 Dec 2023
Architectural Sweet Spots for Modeling Human Label Variation by the Example of Argument Quality: It's Best to Relate Perspectives! Philipp Heinisch Matthias Orlikowski Julia Romberg Philipp Cimiano 15 3 0 06 Nov 2023
ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation Zi Lin Zihan Wang Yongqi Tong Yangkun Wang Yuxin Guo Yujia Wang Jingbo Shang AI4MH 15 91 0 26 Oct 2023
On the Challenges of Building Datasets for Hate Speech Detection Vitthal Bhandari 20 1 0 06 Sep 2023
From Chatter to Matter: Addressing Critical Steps of Emotion Recognition Learning in Task-oriented Dialogue Shutong Feng Nurul Lubis Benjamin Ruppik Christian Geishauser Michael Heck Hsien-chin Lin Carel van Niekerk Renato Vukovic Milica Gavsić 31 3 0 24 Aug 2023
Noisy Self-Training with Data Augmentations for Offensive and Hate Speech Detection Tasks João A. Leite Carolina Scarton D. F. Silva 45 1 0 31 Jul 2023
The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics Matthias Orlikowski Paul Röttger Philipp Cimiano Italy 26 26 0 20 Jun 2023
Mirages: On Anthropomorphism in Dialogue Systems Gavin Abercrombie Amanda Cercas Curry Tanvi Dinkar Verena Rieser Zeerak Talat 60 39 0 16 May 2023
iLab at SemEval-2023 Task 11 Le-Wi-Di: Modelling Disagreement or Modelling Perspectives? Nikolas Vitsakis Amit Parekh Tanvi Dinkar Gavin Abercrombie Ioannis Konstas Verena Rieser 54 10 0 10 May 2023
SafeWebUH at SemEval-2023 Task 11: Learning Annotator Disagreement in Derogatory Text: Comparison of Direct Training vs Aggregation Sadat Shahriar Thamar Solorio 53 7 0 01 May 2023
SemEval-2023 Task 11: Learning With Disagreements (LeWiDi) Elisa Leonardelli Alexandra Uma Gavin Abercrombie Dina Almanea Valerio Basile Tommaso Fornaciari Barbara Plank Verena Rieser Massimo Poesio 47 54 0 28 Apr 2023
Lon-ea at SemEval-2023 Task 11: A Comparison of Activation Functions for Soft and Hard Label Prediction Peyman Hosseini Mehran Hosseini Sana Al-Azzawi Marcus Liwicki Ignacio Castro Matthew Purver 22 1 0 04 Mar 2023
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement Gavin Abercrombie Verena Rieser Dirk Hovy 54 16 0 25 Jan 2023
SOLD: Sinhala Offensive Language Dataset Tharindu Ranasinghe Isuri Anuradha Damith Premasiri Kanishka Silva Hansi Hettiarachchi Lasitha Uyangodage Marcos Zampieri 38 8 0 01 Dec 2022
Cross-Platform and Cross-Domain Abusive Language Detection with Supervised Contrastive Learning Md. Tawkat Islam Khondaker Muhammad Abdul-Mageed L. Lakshmanan 12 1 0 11 Nov 2022
The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation Barbara Plank 30 97 0 04 Nov 2022
The State of Profanity Obfuscation in Natural Language Processing Debora Nozza Dirk Hovy 42 7 0 14 Oct 2022
Risk-graded Safety for Handling Medical Queries in Conversational AI Gavin Abercrombie Verena Rieser AI4MH 38 11 0 02 Oct 2022
Report from the NSF Future Directions Workshop on Automatic Evaluation of Dialog: Research Directions and Challenges Shikib Mehri Jinho Choi L. F. D’Haro Jan Deriu M. Eskénazi ... David Traum Yi-Ting Yeh Zhou Yu Yizhe Zhang Chen Zhang 30 21 0 18 Mar 2022
Two Contrasting Data Annotation Paradigms for Subjective NLP Tasks Paul Röttger Bertie Vidgen Dirk Hovy J. Pierrehumbert 23 11 0 14 Dec 2021
Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing Boaz Shmueli Jan Fell Soumya Ray Lun-Wei Ku 112 86 0 20 Apr 2021