NoisyHate: Mining Online Human-Written Perturbations for Realistic Robustness Benchmarking of Content Moderation Models
Fuente:
arXiv
Saved in:
| Main Authors: | Ye, Yiran, Le, Thai, Lee, Dongwon |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Asking For It: Question-Answering for Predicting Rule Infractions in Online Content Moderation
by: Samory, Mattia, et al.
Published: (2025)
by: Samory, Mattia, et al.
Published: (2025)
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
by: Kachwala, Zoher, et al.
Published: (2026)
by: Kachwala, Zoher, et al.
Published: (2026)
Towards Fairness Assessment of Dutch Hate Speech Detection
by: Bauer, Julie, et al.
Published: (2025)
by: Bauer, Julie, et al.
Published: (2025)
Can Large Language Models Replace Human Coders? Introducing ContentBench
by: Haman, Michael
Published: (2026)
by: Haman, Michael
Published: (2026)
Towards Weakly-Supervised Hate Speech Classification Across Datasets
by: Jin, Yiping, et al.
Published: (2023)
by: Jin, Yiping, et al.
Published: (2023)
Measuring Human Contribution in AI-Assisted Content Generation
by: Xie, Yueqi, et al.
Published: (2024)
by: Xie, Yueqi, et al.
Published: (2024)
Subjective $\textit{Isms}$? On the Danger of Conflating Hate and Offence in Abusive Language Detection
by: Curry, Amanda Cercas, et al.
Published: (2024)
by: Curry, Amanda Cercas, et al.
Published: (2024)
Navigating Dialectal Bias and Ethical Complexities in Levantine Arabic Hate Speech Detection
by: Ahmed, Ahmed Haj, et al.
Published: (2024)
by: Ahmed, Ahmed Haj, et al.
Published: (2024)
Unmasking the Canvas: A Dynamic Benchmark for Image Generation Jailbreaking and LLM Content Safety
by: Nair, Variath Madhupal Gautham, et al.
Published: (2025)
by: Nair, Variath Madhupal Gautham, et al.
Published: (2025)
AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection
by: Lee, Yejin, et al.
Published: (2025)
by: Lee, Yejin, et al.
Published: (2025)
Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition
by: Kim, Kyuhee, et al.
Published: (2025)
by: Kim, Kyuhee, et al.
Published: (2025)
Beyond Hate: Differentiating Uncivil and Intolerant Speech in Multimodal Content Moderation
by: Herrmann, Nils A., et al.
Published: (2026)
by: Herrmann, Nils A., et al.
Published: (2026)
Evaluating Large Language Models Against Human Annotators in Latent Content Analysis: Sentiment, Political Leaning, Emotional Intensity, and Sarcasm
by: Bojic, Ljubisa, et al.
Published: (2025)
by: Bojic, Ljubisa, et al.
Published: (2025)
DetectAnyLLM: Towards Generalizable and Robust Detection of Machine-Generated Text Across Domains and Models
by: Fu, Jiachen, et al.
Published: (2025)
by: Fu, Jiachen, et al.
Published: (2025)
AI Content Moderation in Therapy Conversations
by: Kim, Jiwon, et al.
Published: (2026)
by: Kim, Jiwon, et al.
Published: (2026)
HugAgent: Benchmarking LLMs for Simulation of Individualized Human Reasoning
by: Li, Chance Jiajie, et al.
Published: (2025)
by: Li, Chance Jiajie, et al.
Published: (2025)
Prompt Perturbations Reveal Human-Like Biases in Large Language Model Survey Responses
by: Rupprecht, Jens, et al.
Published: (2025)
by: Rupprecht, Jens, et al.
Published: (2025)
PluriHarms: Benchmarking the Full Spectrum of Human Judgments on AI Harm
by: Li, Jing-Jing, et al.
Published: (2026)
by: Li, Jing-Jing, et al.
Published: (2026)
LLM-C3MOD: A Human-LLM Collaborative System for Cross-Cultural Hate Speech Moderation
by: Park, Junyeong, et al.
Published: (2025)
by: Park, Junyeong, et al.
Published: (2025)
Towards Safer Social Media Platforms: Scalable and Performant Few-Shot Harmful Content Moderation Using Large Language Models
by: Bonagiri, Akash, et al.
Published: (2025)
by: Bonagiri, Akash, et al.
Published: (2025)
Scaling Law in LLM Simulated Personality: More Detailed and Realistic Persona Profile Is All You Need
by: Bai, Yuqi, et al.
Published: (2025)
by: Bai, Yuqi, et al.
Published: (2025)
SimBench: Benchmarking the Ability of Large Language Models to Simulate Human Behaviors
by: Hu, Tiancheng, et al.
Published: (2025)
by: Hu, Tiancheng, et al.
Published: (2025)
PertEval: Unveiling Real Knowledge Capacity of LLMs with Knowledge-Invariant Perturbations
by: Li, Jiatong, et al.
Published: (2024)
by: Li, Jiatong, et al.
Published: (2024)
AccessEval: Benchmarking Disability Bias in Large Language Models
by: Panda, Srikant, et al.
Published: (2025)
by: Panda, Srikant, et al.
Published: (2025)
DarkBench: Benchmarking Dark Patterns in Large Language Models
by: Kran, Esben, et al.
Published: (2025)
by: Kran, Esben, et al.
Published: (2025)
Human vs. Machine: Behavioral Differences Between Expert Humans and Language Models in Wargame Simulations
by: Lamparth, Max, et al.
Published: (2024)
by: Lamparth, Max, et al.
Published: (2024)
STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions
by: Morabito, Robert, et al.
Published: (2024)
by: Morabito, Robert, et al.
Published: (2024)
The Human Condition as Reflected in Contemporary Large Language Models
by: Neuman, W. Russell
Published: (2026)
by: Neuman, W. Russell
Published: (2026)
Towards Algorithmic Fidelity: Mental Health Representation across Demographics in Synthetic vs. Human-generated Data
by: Mori, Shinka, et al.
Published: (2024)
by: Mori, Shinka, et al.
Published: (2024)
LLM Agents Predict Social Media Reactions but Do Not Outperform Text Classifiers: Benchmarking Simulation Accuracy Using 120K+ Personas of 1511 Humans
by: Bojic, Ljubisa, et al.
Published: (2026)
by: Bojic, Ljubisa, et al.
Published: (2026)
What Is The Political Content in LLMs' Pre- and Post-Training Data?
by: Ceron, Tanise, et al.
Published: (2025)
by: Ceron, Tanise, et al.
Published: (2025)
PLawBench: A Rubric-Based Benchmark for Evaluating LLMs in Real-World Legal Practice
by: Shi, Yuzhen, et al.
Published: (2026)
by: Shi, Yuzhen, et al.
Published: (2026)
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models
by: Chen, Yuyan, et al.
Published: (2024)
by: Chen, Yuyan, et al.
Published: (2024)
Deep Value Benchmark: Measuring Whether Models Generalize Deep Values or Shallow Preferences
by: Ashkinaze, Joshua, et al.
Published: (2025)
by: Ashkinaze, Joshua, et al.
Published: (2025)
JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models
by: Wang, Ze, et al.
Published: (2024)
by: Wang, Ze, et al.
Published: (2024)
MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark
by: Macko, Dominik, et al.
Published: (2023)
by: Macko, Dominik, et al.
Published: (2023)
The Enforcement and Feasibility of Hate Speech Moderation on Twitter
by: Tonneau, Manuel, et al.
Published: (2026)
by: Tonneau, Manuel, et al.
Published: (2026)
EduIllustrate: Towards Scalable Automated Generation Of Multimodal Educational Content
by: Bi, Shuzhen, et al.
Published: (2026)
by: Bi, Shuzhen, et al.
Published: (2026)
Decoupling Content and Expression: Two-Dimensional Detection of AI-Generated Text
by: Bao, Guangsheng, et al.
Published: (2025)
by: Bao, Guangsheng, et al.
Published: (2025)
Moral Susceptibility and Robustness under Persona Role-Play in Large Language Models
by: Costa, Davi Bastos, et al.
Published: (2025)
by: Costa, Davi Bastos, et al.
Published: (2025)
Similar Items
-
Asking For It: Question-Answering for Predicting Rule Infractions in Online Content Moderation
by: Samory, Mattia, et al.
Published: (2025) -
PluRule: A Benchmark for Moderating Pluralistic Communities on Social Media
by: Kachwala, Zoher, et al.
Published: (2026) -
Towards Fairness Assessment of Dutch Hate Speech Detection
by: Bauer, Julie, et al.
Published: (2025) -
Can Large Language Models Replace Human Coders? Introducing ContentBench
by: Haman, Michael
Published: (2026) -
Towards Weakly-Supervised Hate Speech Classification Across Datasets
by: Jin, Yiping, et al.
Published: (2023)