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toxicity detection

157 papers

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Co-occurring keywords

text classification (6776) large language model (12755) bias detection (419) language model (4573) sentiment analysis (2079) content moderation (193) hate speech detection (716) span detection (100) toxic span detection (86) sequence labeling (824)

Papers

QueerGen: How LLMs Reflect Societal Norms on Gender and Sexuality in Sentence Completion Task EACL 2026
From Chaos to Cure: A Prefix Heuristics Guided Model-Agnostic Adaptive Detoxification Framework AAAI 2026
Argument-Based Consistency in Toxicity Explanations of LLMs EACL 2026
A Hybrid Confidence-Aware Framework for Arabic Toxicity Detection in Social Media EACL 2026
Safety of Large Language Models Beyond English: A Systematic Literature Review of Risks, Biases, and Safeguards EACL 2026
Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models EACL 2026
Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026
Exploring Subjective Tasks in Farsi: A Survey Analysis and Evaluation of Language Model EACL 2026
TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models AAAI 2026
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025
Breaking Bad Tokens: Detoxification of LLMs Using Sparse Autoencoders EMNLP 2025
Evading Toxicity Detection with ASCII-art: A Benchmark of Spatial Attacks on Moderation Systems ACL 2025
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025
Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ACL 2025
MemeDetoxNet: Balancing Toxicity Reduction and Context Preservation ACL 2025
RTP-LX: Can LLMs Evaluate Toxicity in Multilingual Scenarios? AAAI 2025
Towards Author-informed NLP: Mind the Social Bias EMNLP 2025
Translate, Then Detect: Leveraging Machine Translation for Cross-Lingual Toxicity Classification EMNLP 2025
On the Role of Speech Data in Reducing Toxicity Detection Bias NAACL 2025
T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025
Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages EMNLP 2025
Contrastive Perplexity for Controlled Generation: An Application in Detoxifying Large Language Models ACL 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale Datasets for Responsible LLMs IJCAI 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation ACL 2025