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Tags:
rare disease diagnosis
rare disease identification
rare disease question-answering
rare disease QA
rare-disease diagnosis
rare-disease identification
License:
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README.md
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@@ -7,11 +7,11 @@ ReDis-QA dataset contains 1360 multi-choice questions focusing on rare disease d
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It consists of 11\%, 33\%, 13\%, 15\%, 18\% of the questions corresponding to the symptoms, causes, affects, related-disorders, diagnosis of rare diseases, respectively.
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The remaining 9\% of the questions pertain to other properties of the diseases.
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<img width="400" height="290" src="https://
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ReDis-QA dataset widely covers 205 types of rare diseases, where the most frequent disease features over 100 questions.
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<img width="900" height="260" src="https://
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Belows are examples of each property.
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Benchmark results of [Llama-2-7B-chat](https://huggingface.co/meta-llama/Llama-2-7b-chat), [Mistral-7B-instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2), [Phi-3-7B-instruct](https://huggingface.co/microsoft/Phi-3-small-8k-instruct), [Gemmma-1.1-7B-it](https://huggingface.co/google/gemma-1.1-7b-it), and [Qwen-2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct).
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More details refers to our benchmark repository [<img width="15" height="15" src="https://github.com/guanchuwang/redis-bench/tree/main/figures/logo.png"> ReDis-QA-Bench](https://github.com/guanchuwang/redis-bench).
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<img width="600" height="290" src="https://
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## Languages
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It consists of 11\%, 33\%, 13\%, 15\%, 18\% of the questions corresponding to the symptoms, causes, affects, related-disorders, diagnosis of rare diseases, respectively.
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The remaining 9\% of the questions pertain to other properties of the diseases.
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<img width="400" height="290" src="https://anonymous.4open.science/r/redis-bench-EBE2/figures/theme_ratio.png">
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ReDis-QA dataset widely covers 205 types of rare diseases, where the most frequent disease features over 100 questions.
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<img width="900" height="260" src="https://anonymous.4open.science/r/redis-bench-EBE2/figures/disease_freq.png">
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Belows are examples of each property.
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Benchmark results of [Llama-2-7B-chat](https://huggingface.co/meta-llama/Llama-2-7b-chat), [Mistral-7B-instruct-v0.2](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2), [Phi-3-7B-instruct](https://huggingface.co/microsoft/Phi-3-small-8k-instruct), [Gemmma-1.1-7B-it](https://huggingface.co/google/gemma-1.1-7b-it), and [Qwen-2-7B-Instruct](https://huggingface.co/Qwen/Qwen2-7B-Instruct).
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More details refers to our benchmark repository [<img width="15" height="15" src="https://github.com/guanchuwang/redis-bench/tree/main/figures/logo.png"> ReDis-QA-Bench](https://github.com/guanchuwang/redis-bench).
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<img width="600" height="290" src="https://anonymous.4open.science/r/redis-bench-EBE2/figures/llm_results.png">
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## Languages
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