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Food-hazard-detection-SEMEVAL-2025

Solution for SemEval-2025 Task 9: The Food Hazard Detection Challenge. Utilized machine learning, fine-tuned LLMs (GPT-2, LLaMA, Flan-T5-XL), and ensemble learning to classify food hazards and detect specific products and hazards from unstructured text.

ensemble-learning fine-tuning finetuning-llms gpt2-finetuned llama3 multi-class-classification prompt-based-tuning semeval-2025 smote text-extraction

Creat：2025-02-14T14:57:18

Update：2025-03-05T10:42:59

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