150 Western Avenue, Allston, MA 02134

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Talk Title: Language Technologies to Improve Access to and Use of Medical Knowledge

 

Rapid advancements in natural language processing (NLP) and LLMs have the potential to enhance accessibility and comprehension of medical knowledge. These technologies can adapt the language, format, tone, and interactivity of scientific and medical content, making it more understandable, engaging, and useful for different audiences like healthcare providers, researchers, and patients. In this talk, I examine how language models can bridge gaps in science communication by improving physical document accessibility, tailoring information to different levels of expertise and literacy, and supporting evidence synthesis. Additionally, I will discuss several ways we address the challenge of evaluating generated long-form text in high-expertise domains. Addressing these challenges can enhance the capabilities of these technologies in the context of medical information seeking and evidence-based decision-making.

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