Papers by Marco Pimentel
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. (2024.findings-emnlp)
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Clement Christophe, Tathagata Raha, Svetlana Maslenkova, Muhammad Umar Salman, Praveenkumar Kanithi, Marco Pimentel, Shadab Khan
| Challenge: | Current approaches to adapting large language models to clinical use-cases are limited. |
| Approach: | They investigate the efficacy of four techniques in adapting large language models for clinical use-cases. |
| Outcome: | The proposed techniques show that they improve performance across clinical tasks. |