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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

On the Challenges of Using Black-Box APIs for Toxicity Evaluation in Research EMNLP 2023
IREL at SemEval-2023 Task 11: User Conditioned Modelling for Toxicity Detection in Subjective Tasks ACL 2023
IREL at SemEval-2023 Task 11: User Conditioned Modelling for Toxicity Detection in Subjective Tasks SEMEVAL 2023
ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation EMNLP 2023
Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models NIPS 2022
Which One Is More Toxic? Findings from Jigsaw Rate Severity of Toxic Comments COLING 2022
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022
Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language Detection NAACL 2022
Measuring Harmful Representations in Scandinavian Language Models EMNLP 2022
DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances INTERSPEECH 2022
Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022
From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ACL 2022
Director: Generator-Classifiers For Supervised Language Modeling AACL 2022
Aanisha@TamilNLP-ACL2022:Abusive Detection in Tamil ACL 2022
What changed? Investigating Debiasing Methods using Causal Mediation Analysis NAACL 2022
Leashing the Inner Demons: Self-Detoxification for Language Models AAAI 2022
On the Machine Learning of Ethical Judgments from Natural Language NAACL 2022
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity SEMEVAL 2021
Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media EMNLP 2021
YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SEMEVAL 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021
Detecting Community Sensitive Norm Violations in Online Conversations EMNLP 2021
HLE-UPC at SemEval-2021 Task 5: Multi-Depth DistilBERT for Toxic Spans Detection SEMEVAL 2021
CSECU-DSG at SemEval-2021 Task 5: Leveraging Ensemble of Sequence Tagging Models for Toxic Spans Detection SEMEVAL 2021