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prompt-based-tuning

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ZhengxiangShi / PowerfulPromptFT

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[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"

semi-supervised-learning language-model semi-supervised fine-tuning continue-learning pretraining prompt-based-tuning masked-language-models prompt-learning prompt-tuning in-context-learning masked-language-modeling prompt-engineering prompting instruction-tuning
  • Updated Feb 4, 2024
  • Python

madhans476 / Food-hazard-detection-SEMEVAL-2025

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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.

text-extraction ensemble-learning tf-idf smote multi-class-classification fine-tuning xgboost-classifier prompt-based-tuning finetuning-llms llama3 gpt2-finetuned semeval-2025
  • Updated Feb 26, 2025
  • Jupyter Notebook

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