Data Party THU

Aug 13, 2025 · Artificial Intelligence

How Large Language Models Are Revolutionizing Automated Scholarly Paper Review

This survey examines the rapid rise of large language models in automated scholarly paper review (ASPR), analyzing model types, technical breakthroughs such as long‑text, multimodal, and multi‑turn capabilities, new generation methods, datasets, open‑source tools, current challenges, publisher policies, and future research directions.