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  This project is led and maintained by the team of <a href="https://ylab.top/">Prof. Jie Yang</a> and <a href="https://www.drugepi.org/team/joshua-kueiyu-lin">Prof. Kueiyu Joshua Lin</a> at Harvard Medical School and Brigham and Women's Hospital.
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- <div style="display: flex; align-items: center; justify-content: center; width: 100%; height: 500px;">
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  <img
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  src="https://cdn-uploads.huggingface.co/production/uploads/633c70c4ccce04161f841c30/OLN3J8_Yq8dx_LrgjYSsC.png"
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  alt="dataset"
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  </ul>
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  <p>In addition, BRIDGE offers multiple <strong>model filters</strong> and <strong>task filters</strong> to enable users to explore LLM performance across <strong>different clinical contexts</strong>, empowering researchers and clinicians to make informed decisions and track model advancements over time.</p>
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- <div style="display: flex; align-items: center; justify-content: center; width: 100%; height: 500px;">
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  <img
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  src="https://cdn-uploads.huggingface.co/production/uploads/67a040fb6934f9aa1c866f99/xpyabfXWqacZD-ThQ5guU.jpeg"
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  alt="HMS"
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  If you have clinical text datasets that you would like to share for broader exploration, please contact us!</p>
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  <p>We are committed to expanding BRIDGE while strictly adhering to appropriate data use agreements and ethical guidelines. Let's work together to advance the responsible application of LLMs in medicine!</p>
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- ## πŸš€ Donation
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- BRIDGE is a non-profit, researcher-led benchmark that requires substantial resources (e.g., high-performance GPUs, a dedicated team) to sustain. To support open and impactful academic research that advances clinical care, we welcome your contributions. Please contact Prof. Jie Yang at <jyang66@bwh.harvard.edu> to discuss donation opportunities.
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-
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- ## πŸ“¬ Contact Information
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-
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- Feel free to reach out if you have any questions about BRIDGE or the leaderboard!
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- - **Leaderboard Managers**: Jiageng Wu (<jiwu7@bwh.harvard.edu>), Kevin Xie (<kevinxie@mit.edu>), Bowen Gu (<bogu@bwh.harvard.edu>)
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- - **Benchmark Managers**: Jiageng Wu (<jiwu7@bwh.harvard.edu>), Bowen Gu (<bogu@bwh.harvard.edu>)
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- - **Project Lead**: Jie Yang (<jyang66@bwh.harvard.edu>)
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- ## πŸ“š Citation
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- If you find this leaderboard useful for your research and applications, please cite the following papers:
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-
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  <pre style="white-space: pre-wrap; overflow-wrap: anywhere;">
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  <code>@article{BRIDGE-benchmark,
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  title={BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text},
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  publisher={Massachusetts Medical Society}
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  }
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  </code></pre>
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-
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- If you use the datasets in BRIDGE, please also cite the original paper of the datasets, which can be found in our BRIDGE paper.
 
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  This project is led and maintained by the team of <a href="https://ylab.top/">Prof. Jie Yang</a> and <a href="https://www.drugepi.org/team/joshua-kueiyu-lin">Prof. Kueiyu Joshua Lin</a> at Harvard Medical School and Brigham and Women's Hospital.
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+ <div style="display: flex; align-items: center; justify-content: center; width: 100%; height: auto;">
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  <img
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  src="https://cdn-uploads.huggingface.co/production/uploads/633c70c4ccce04161f841c30/OLN3J8_Yq8dx_LrgjYSsC.png"
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  alt="dataset"
 
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  </ul>
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  <p>In addition, BRIDGE offers multiple <strong>model filters</strong> and <strong>task filters</strong> to enable users to explore LLM performance across <strong>different clinical contexts</strong>, empowering researchers and clinicians to make informed decisions and track model advancements over time.</p>
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+ <div style="display: flex; align-items: center; justify-content: center; width: 100%; height: 450px;">
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  <img
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  src="https://cdn-uploads.huggingface.co/production/uploads/67a040fb6934f9aa1c866f99/xpyabfXWqacZD-ThQ5guU.jpeg"
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  alt="HMS"
 
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  If you have clinical text datasets that you would like to share for broader exploration, please contact us!</p>
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  <p>We are committed to expanding BRIDGE while strictly adhering to appropriate data use agreements and ethical guidelines. Let's work together to advance the responsible application of LLMs in medicine!</p>
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+ <h2>πŸš€ Donation</h2>
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+ <p>BRIDGE is a non-profit, researcher-led benchmark that requires substantial resources (e.g., high-performance GPUs, a dedicated team) to sustain. To support open and impactful academic research that advances clinical care, we welcome your contributions. Please contact Prof. Jie Yang at <a href="mailto:jyang66@bwh.harvard.edu">jyang66@bwh.harvard.edu</a> to discuss donation opportunities.</p>
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+ <h2>πŸ“¬ Contact Information</h2>
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+ <p>If you have any questions about BRIDGE or the leaderboard, feel free to reach out!</p>
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+ <ul>
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+ <li><strong>Leaderboard Managers</strong>: Jiageng Wu (<a href="mailto:jiwu7@bwh.harvard.edu">jiwu7@bwh.harvard.edu</a>), Kevin Xie (<a href="mailto:kevinxie@mit.edu">kevinxie@mit.edu</a>), Bowen Gu (<a href="mailto:bogu@bwh.harvard.edu">bogu@bwh.harvard.edu</a>)</li>
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+ <li><strong>Benchmark Managers</strong>: Jiageng Wu, Bowen Gu</li>
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+ <li><strong>Project Lead</strong>: Jie Yang (<a href="mailto:jyang66@bwh.harvard.edu">jyang66@bwh.harvard.edu</a>)</li>
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+ </ul>
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+ </div>
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+ <h2>πŸ“š Citation</h2>
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+ <p>If you find this leaderboard useful for your research and applications, please cite the following papers:</p>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  <pre style="white-space: pre-wrap; overflow-wrap: anywhere;">
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  <code>@article{BRIDGE-benchmark,
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  title={BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text},
 
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  publisher={Massachusetts Medical Society}
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  }
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  </code></pre>
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+ <p>If you use the datasets in BRIDGE, please also cite the original paper of datasets, which can be found in our BRIDGE paper.</p>