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README.md
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* integration of external resources for better analysis (Semantic Scholar, OpenAlex, <u>Pubmed</u>...)
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* it offers <u>uncertainty-aware</u> predictions with <u>faithful</u> explanations
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## Examples
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* integration of external resources for better analysis (Semantic Scholar, OpenAlex, <u>Pubmed</u>...)
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* it offers <u>uncertainty-aware</u> predictions with <u>faithful</u> explanations
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**Datasets**
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* [Pubmed Retraction](https://huggingface.co/datasets/Lihuchen/pubmed_retraction)
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* [Instruction](https://huggingface.co/datasets/Lihuchen/pubmed_retraction_instruction)
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**Zero-Shot Reasoning**
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| Model | Breast Cancer|Lung Cancer|
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|------------------------------|---------------------|---------------------|
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| Llama-3.1-8B-Instruct | 20.0 |46.2|
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| OpenScholar-8B | 18.8 |20.3
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| Bio-Medical-Llama-3-8B | 40.7 |56.7|
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| PMC-LLaMA-13B | 36.4 |-|
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| Pub-Guard-Llama-8B (Ours) | 69.5 |78.9|
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| Pub-Guard-Llama-8B (RAG) | - |-|
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| Pub-Guard-Llama-8B (Debate) | - |-|
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## Examples
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