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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

LZ1904 at SemEval-2021 Task 5: Bi-LSTM-CRF for Toxic Span Detection using Pretrained Word Embedding SEMEVAL 2021
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution EACL 2021
Probing Toxic Content in Large Pre-Trained Language Models IJCNLP 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity IJCNLP 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection IJCNLP 2021
Detoxifying Language Models Risks Marginalizing Minority Voices NAACL 2021
Bot-Adversarial Dialogue for Safe Conversational Agents NAACL 2021
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques ACL 2021
SkoltechNLP at SemEval-2021 Task 5: Leveraging Sentence-level Pre-training for Toxic Span Detection ACL 2021
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter ACL 2021
GoldenWind at SemEval-2021 Task 5: Orthrus - An Ensemble Approach to Identify Toxicity ACL 2021
Context Sensitivity Estimation in Toxicity Detection ACL 2021
BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021
Towards Equal Gender Representation in the Annotations of Toxic Language Detection ACL 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans ACL 2021
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model ACL 2021
HITMI&T at SemEval-2021 Task 5: Integrating Transformer and CRF for Toxic Spans Detection ACL 2021
Challenges in Detoxifying Language Models EMNLP 2021
macech at SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
Can We Improve Model Robustness through Secondary Attribute Counterfactuals? EMNLP 2021
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020
Toxicity Detection: Does Context Really Matter? ACL 2020
Reducing Unintended Identity Bias in Russian Hate Speech Detection EMNLP 2020
Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020