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ToxNet: A Multi-layer Network Approach to Toxicity Analysis Graph Neural Networks | PyTorch | Transformers | NLP Developed a multi-layer GNN model for hate speech detection in tweets, achieving a 60% F1 score improvement over existing models. Designed a GPT-2-based augmentation technique to balance datasets, further boosting F1 scores by 15-20%
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ToxNet: A Multi-layer Network Approach to Toxicity Analysis Graph Neural Networks | PyTorch | Transformers | NLP Developed a multi-layer GNN model for hate speech detection in tweets, achieving a 60% F1 score improvement over existing models. Designed a GPT-2-based augmentation technique to balance datasets, further boosting F1 scores by 15-20%
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