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license: mit
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---
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## Data Selection & Splitting
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* **Source:** HRCS 2014, 2018, and 2022 direct award datasets.
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* **Quality Filtering:**
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* Records with abstracts shorter than **75 characters** were removed during preprocessing to ensure the model had sufficient text to learn from.
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* **Train/Test Split:** The **Test Set** was isolated using only **2022 data** to provide a modern performance benchmark.
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license: mit
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task_categories:
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- text-classification
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tags:
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- medical
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- biology
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---
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## Data Selection & Splitting
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* **Source:** HRCS 2014, 2018, and 2022 direct award datasets.
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* **Quality Filtering:**
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* Only **human-coded** abstracts were included.
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* Records with abstracts shorter than **75 characters** were removed during preprocessing to ensure the model had sufficient text to learn from.
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* **Train/Test Split:** The **Test Set** was isolated using only **2022 data** to provide a modern performance benchmark.
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