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

Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression EMNLP 2024

ToxVidLM: A Multimodal Framework for Toxicity Detection in Code-Mixed Videos ACL 2024

Automated Adversarial Discovery for Safety Classifiers NAACL 2024

MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models NIPS 2024

Toxicity Detection for Free NIPS 2024

Tox-BART: Leveraging Toxicity Attributes for Explanation Generation of Implicit Hate Speech ACL 2024

Realistic Evaluation of Toxicity in Large Language Models ACL 2024

Toxicity Classification in Ukrainian NAACL 2024

Towards Probing Speech-Specific Risks in Large Multimodal Models: A Taxonomy, Benchmark, and Insights EMNLP 2024

FrenchToxicityPrompts: a Large Benchmark for Evaluating and Mitigating Toxicity in French Texts COLING 2024

A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024

ReproHum #0927-3: Reproducing The Human Evaluation Of The DExperts Controlled Text Generation Method COLING 2024

Ice and Fire: Dataset on Sentiment, Emotions, Toxicity, Sarcasm, Hate speech, Sympathy and More in Icelandic Blog Comments COLING 2024

LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024

Hierarchical Adversarial Correction to Mitigate Identity Term Bias in Toxicity Detection ACL 2024

LifeTox: Unveiling Implicit Toxicity in Life Advice NAACL 2024

The Constant in HATE: Toxicity in Reddit across Topics and Languages COLING 2024

Exploring Inherent Biases in LLMs within Korean Social Context: A Comparative Analysis of ChatGPT and GPT-4 NAACL 2024

XDetox: Text Detoxification with Token-Level Toxicity Explanations EMNLP 2024

How did we get here? Summarizing conversation dynamics NAACL 2024

Can Language Model Moderators Improve the Health of Online Discourse? NAACL 2024

MICo: Preventative Detoxification of Large Language Models through Inhibition Control NAACL 2024

Automatically Auditing Large Language Models via Discrete Optimization ICML 2023

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ACL 2023

Performance and Risk Trade-offs for Multi-word Text Prediction at Scale EACL 2023