Evaluating GPT-3 Generated Explanations for Hateful Content Moderation

28 May 2023

Ming Shan Hee

Papers citing "Evaluating GPT-3 Generated Explanations for Hateful Content Moderation"

32 / 32 papers shown

Title
Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms Shuoming Zhang Jiacheng Zhao Ruiyuan Xu Xiaobing Feng Huimin Cui AAML 39 1 0 31 Mar 2025
LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation Junyeong Park Seogyeong Jeong Shri Kiran Srinivasan Yohan Lee Alice H. Oh 55 0 0 10 Mar 2025
EdgeAIGuard: Agentic LLMs for Minor Protection in Digital Spaces G. Mujtaba Sunder Ali Khowaja K. Dev 40 0 0 28 Feb 2025
Reasoning About Persuasion: Can LLMs Enable Explainable Propaganda Detection? Maram Hasanain Md. Arid Hasan Mohamed Bayan Kmainasi Elisa Sartori Ali Ezzat Shahroor Giovanni Da San Martino Firoj Alam 40 0 0 23 Feb 2025
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes Mohamed Bayan Kmainasi A. Hasnat Md. Arid Hasan Ali Ezzat Shahroor Firoj Alam VLM 45 0 0 23 Feb 2025
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions Ming Shan Hee Roy Ka-Wei Lee VLM 83 0 0 16 Feb 2025
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement Junyu Lu Kai Ma Kaichun Wang Kelaiti Xiao Roy Ka-Wei Lee Bo Xu Liang Yang Hongfei Lin 51 0 0 10 Feb 2025
Cross-Modal Transfer from Memes to Videos: Addressing Data Scarcity in Hateful Video Detection Han Wang Rui Yang Tan Roy Ka-Wei Lee 39 0 0 28 Jan 2025
BanTH: A Multi-label Hate Speech Detection Dataset for Transliterated Bangla Fabiha Haider Fariha Tanjim Shifat Md Farhan Ishmam Deeparghya Dutta Barua Md Sakib Ul Rahman Sourove Md Fahim Md Farhad Alam 20 1 0 17 Oct 2024
Exploring Large Language Models for Hate Speech Detection in Rioplatense Spanish Juan Manuel Pérez Paula Miguel Viviana Cotik 11 1 0 16 Oct 2024
End User Authoring of Personalized Content Classifiers: Comparing Example Labeling, Rule Writing, and LLM Prompting Leijie Wang Kathryn Yurechko Pranati Dani Quan Ze Chen Amy X. Zhang 50 3 0 05 Sep 2024
Legilimens: Practical and Unified Content Moderation for Large Language Model Services Jialin Wu Jiangyi Deng Shengyuan Pang Yanjiao Chen Jiayang Xu Xinfeng Li Wenyuan Xu 37 6 0 28 Aug 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention Prince Jha Raghav Jain Konika Mandal Aman Chadha Sriparna Saha P. Bhattacharyya 23 6 0 08 Jun 2024
Explainability and Hate Speech: Structured Explanations Make Social Media Moderators Faster Agostina Calabrese Leonardo Neves Neil Shah Maarten W. Bos Björn Ross Mirella Lapata Francesco Barbieri FAtt 34 1 0 06 Jun 2024
SGHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Singapore Ri Chi Ng Nirmalendu Prakash Ming Shan Hee K. T. W. Choo Roy Ka-Wei Lee 41 4 0 03 May 2024
ChatGPT Rates Natural Language Explanation Quality Like Humans: But on Which Scales? Fan Huang Haewoon Kwak Kunwoo Park Jisun An ALM ELM AI4MH 40 12 0 26 Mar 2024
HateCOT: An Explanation-Enhanced Dataset for Generalizable Offensive Speech Detection via Large Language Models H. Nghiem Hal Daumé 39 1 0 18 Mar 2024
DOSA: A Dataset of Social Artifacts from Different Indian Geographical Subcultures Agrima Seth Sanchit Ahuja Kalika Bali Sunayana Sitaram 43 8 0 23 Feb 2024
What Does the Bot Say? Opportunities and Risks of Large Language Models in Social Media Bot Detection Shangbin Feng Herun Wan Ningnan Wang Zhaoxuan Tan Minnan Luo Yulia Tsvetkov AAML DeLMO 25 16 0 01 Feb 2024
Recent Advances in Hate Speech Moderation: Multimodality and the Role of Large Models Ming Shan Hee Shivam Sharma Rui Cao Palash Nandi Tanmoy Chakraborty Roy Ka-Wei Lee 43 14 0 30 Jan 2024
Cross-lingual Offensive Language Detection: A Systematic Review of Datasets, Transfer Approaches and Challenges Aiqi Jiang A. Zubiaga AAML 31 3 0 17 Jan 2024
User Modeling in the Era of Large Language Models: Current Research and Future Directions Zhaoxuan Tan Meng Jiang 28 8 0 11 Dec 2023
HateRephrase: Zero- and Few-Shot Reduction of Hate Intensity in Online Posts using Large Language Models Vibhor Agarwal Yu Chen Nishanth R. Sastry 23 6 0 21 Oct 2023
Composite Backdoor Attacks Against Large Language Models Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang AAML 29 36 0 11 Oct 2023
Unveiling Gender Bias in Terms of Profession Across LLMs: Analyzing and Addressing Sociological Implications Vishesh Thakur 27 26 0 18 Jul 2023
Toxicity Detection with Generative Prompt-based Inference Yau-Shian Wang Y. Chang 90 35 0 24 May 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 328 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 382 8,495 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 213 1,657 0 15 Oct 2021
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 103 236 0 11 Sep 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 417 2,588 0 03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 260 620 0 04 Dec 2018