From Verification Burden to Trusted Collaboration: Design Goals for LLM-Assisted Literature Reviews

By: Brenda Nogueira, Werner Geyer, Andrew Anderson, Toby Jia-Jun Li, Dongwhi Kim, Nuno Moniz, Nitesh V. Chawla

Published: 2025-12-15

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Abstract

This paper explores design goals for Large Language Model (LLM)-assisted literature reviews, aiming to shift the process from a verification burden to a trusted collaboration. It addresses the practical challenges and proposes solutions for integrating LLMs into academic research workflows, improving efficiency and reliability.

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From Verification Burden to Trusted Collaboration: Design Goals for LLM-Assisted Literature Reviews | ArXiv Intelligence