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toxicity detection

146 papers

Papers

XDetox: Text Detoxification with Token-Level Toxicity Explanations EMNLP 2024 AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023 Automated Ableism: An Exploration of Explicit Disability Biases in Sentiment and Toxicity Analysis Models ACL 2023 Automatically Auditing Large Language Models via Discrete Optimization ICML 2023 BiasX: “Thinking Slow” in Toxic Content Moderation with Explanations of Implied Social Biases EMNLP 2023 Centering the Margins: Outlier-Based Identification of Harmed Populations in Toxicity Detection EMNLP 2023 Conversation Derailment Forecasting with Graph Convolutional Networks ACL 2023 DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models NeurIPS 2023 Detoxifying Online Discourse: A Guided Response Generation Approach for Reducing Toxicity in User-Generated Text ACL 2023 Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ACL 2023 Everything you need to know about Multilingual LLMs: Towards fair, performant and reliable models for languages of the world ACL 2023 From Dogwhistles to Bullhorns: Unveiling Coded Rhetoric with Language Models ACL 2023 GTA: Gated Toxicity Avoidance for LM Performance Preservation EMNLP 2023 Harmful Language Datasets: An Assessment of Robustness ACL 2023 Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks ACL 2023 IREL at SemEval-2023 Task 11: User Conditioned Modelling for Toxicity Detection in Subjective Tasks SemEval 2023 LEXPLAIN: Improving Model Explanations via Lexicon Supervision ACL 2023 MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ACL 2023 Mitigating Societal Harms in Large Language Models EMNLP 2023 No offence, Bert - I insult only humans! Multilingual sentence-level attack on toxicity detection networks EMNLP 2023 On Second Thought, Let’s Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning ACL 2023 On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023 Performance and Risk Trade-offs for Multi-word Text Prediction at Scale EACL 2023 ToViLaG: Your Visual-Language Generative Model is Also An Evildoer EMNLP 2023 Towards Building a Robust Toxicity Predictor ACL 2023