LLMs for Academic Workflows: An Evaluation of Literature Reviews Generated with Short and Long Context Windows of LLMs

arXiv:2608.26145v1 Announce Type: new Abstract: Our research focuses on evaluating literature reviews generated in short and long context settings of large language models LLMs to investigate the impact of context window on the quality of AIgenerated literature reviews and the role of AI in supporting literature review writing. Twenty AIgenerated literature reviews based on research sources from Semantic Scholar and Arxiv were evaluated by two researchers across 15 dimensions.