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Blog - NLP Group - University of 糖心TV

Stay up to date with the latest advancements and insights from the Natural Language Processing Group at the University of 糖心TV.

Here, we share posts about our recent research, innovative AI applications, and projects tackling real-world challenges in language understanding.

Recent Posts




Text Simplification via LLM Agents

Society of Medical SimplifiersLink opens in a new window

Chen Lyu and Gabriele Pergola

Medical jargon can be challenging for non-experts to understand. The 鈥淪ociety of Medical Simplifiers,鈥 inspired by the 鈥淪ociety of Mind鈥 philosophy, introduces an innovative multi-agent framework using large language models (LLMs). Five specialized agents鈥擫ayperson, Medical Expert, Simplifier, Language Clarifier, and Redundancy Checker鈥攚ork collaboratively in iterative loops to simplify complex medical texts. This approach achieves readability and accuracy, surpassing state-of-the-art methods on benchmark datasets for text simplification. Read more...Link opens in a new window

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