conftrace_

toxic content detection

26 papers

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Co-occurring keywords

token classification (160) text classification (6793) toxic span detection (86) toxicity detection (159) pre-trained language model (1515) span detection (100) sequence labeling (824) character-level embedding (19) transformer model (1996) named entity recognition (2813)

Papers

ToVo: Toxicity Taxonomy via Voting NAACL 2025
Exploring Multimodal Challenges in Toxic Chinese Detection: Taxonomy, Benchmark, and Findings ACL 2025
If Eleanor Rigby Had Met ChatGPT: A Study on Loneliness in a Post-LLM World ACL 2025
SafetyPrompts: A Systematic Review of Open Datasets for Evaluating and Improving Large Language Model Safety AAAI 2025
A Closer Look at Multidimensional Online Political Incivility EMNLP 2024
ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information EMNLP 2024
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability EMNLP 2024
Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models AAAI 2024
The Ecological Fallacy in Annotation: Modeling Human Label Variation goes beyond Sociodemographics ACL 2023
Improving the Detection of Multilingual Online Attacks with Rich Social Media Data from Singapore ACL 2023
NITK-IT_NLP@TamilNLP-ACL2022: Transformer based model for Toxic Span Identification in Tamil ACL 2022
Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts EMNLP 2022
macech at SemEval-2021 Task 5: Toxic Spans Detection ACL 2021
IITK@Detox at SemEval-2021 Task 5: Semi-Supervised Learning and Dice Loss for Toxic Spans Detection SEMEVAL 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model SEMEVAL 2021
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection SEMEVAL 2021
UoB at SemEval-2021 Task 5: Extending Pre-Trained Language Models to Include Task and Domain-Specific Information for Toxic Span Prediction SEMEVAL 2021
BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SEMEVAL 2021
Probing Toxic Content in Large Pre-Trained Language Models ACL 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model ACL 2021
WLV-RIT at SemEval-2021 Task 5: A Neural Transformer Framework for Detecting Toxic Spans ACL 2021
UniParma at SemEval-2021 Task 5: Toxic Spans Detection Using CharacterBERT and Bag-of-Words Model IJCNLP 2021
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques IJCNLP 2021
Sefamerve ARGE at SemEval-2021 Task 5: Toxic Spans Detection Using Segmentation Based 1-D Convolutional Neural Network Model ACL 2021