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Elliot Schumacher

@elliotschu.bsky.social

ML Researcher at Curai; PhD from JHU

6 Followers  |  49 Following  |  3 Posts  |  Joined: 08.11.2024  |  1.3192

Latest posts by elliotschu.bsky.social on Bluesky

3/ If you're in Vancouver this weekend, stop by to talk to me about our work or Curai!
- Saturday, 1pm at GenAI for Health
- Sunday, 4:45pm at Machine Learning for Health

13.12.2024 17:56 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

2/ By discretizing facts from source documents and assessing their significance to a downstream task (eg. diagnosis), MED-OMIT evaluates whether LLM-generated summaries retain all clinically important information for that task ๐Ÿ”Ž๐Ÿฉบ

13.12.2024 17:55 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Preview
Extrinsically-Focused Evaluation of Omissions in Medical Summarization Large language models (LLMs) have shown promise in safety-critical applications such as healthcare, yet the ability to quantify performance has lagged. An example of this challenge is in evaluating a ...

1/ ๐Ÿงต Excited to share that we are presenting our paper, "MED-OMIT: Evaluation Metric for Omissions in Medical Summarization," at #GenAIforHealth and #ML4H2024! ๐ŸŽ‰. Link : arxiv.org/abs/2311.08303

13.12.2024 17:55 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

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