Student Researcher

Challenge

A graduate student needed to finish literature reviews for 50+ papers in one week. Traditional methods required manual reading and note organization, which was time-consuming and error-prone.

Solution

Using MindLM, each paper PDF was converted directly into a mind map to extract methods, key conclusions, and innovations, then related topics were merged in the editor into a complete literature map.

Results

• Literature review time reduced from 3 days to 1 day
• Automatically extracted 90%+ of key arguments
• Mind map structure reused directly as paper outline

"MindLM helped me shift from "word-by-word reading" to "structural understanding". Literature review is no longer a nightmare."