ScholarSum: Student-Teacher Abstractive Summarization via Knowledge Graph Reasoning and Reflective Refinement

In three linesScholarSum introduces a hierarchical knowledge graph framework for abstractive scientific summarization. The system organizes documents into semantically coherent units, generates an initial draft, then refines it through iterative verification and rewriting to ensure logical coherence and factual faithfulness.

Summary generated by Claude — human-verified