Improving scholarship accessibility with reinforcement learning

Introduction. A vast amount of scholarly work is published daily, yet much of it remains inaccessible to the general public due to dense jargon and complex language. We introduce a reinforcement learning approach that fine-tunes a language model to rewrite scholarly abstracts into more comprehensib...

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Bibliographic Details
Main Authors: Haining Wang, Jason Clark, Hannah McKelvey, Leila Sterman, Gao Zheng, Zuoyu Tian, Xiaozhong Liu
Format: Article
Language:English
Published: University of Borås 2025-03-01
Series:Information Research: An International Electronic Journal
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Online Access:https://publicera.kb.se/ir/article/view/47530
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