Author

Zhao Chen

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#artificial intelligence Review Oct 2026

InsightRAG: Aggregating Distributed Scholarly Judgments for Scientific Survey Generation

The rapid growth of scientific literature makes survey writing increasingly challenging, motivating automatic survey generation. Yet, existing systems must search an open space of papers and an open space of concepts with no trace of how the community itself has navigated them, leading to incomplete scope, weak taxonom...

Yu-Quan Lin, Wen-Shuo Zhang, Yi-Lin Ye et al. · 0 citations

#artificial intelligence Review Oct 2026

QuAD: Quantitative Assessment via Distribution-Alignment for Qualitative Data Quality Enabled by a Content-Aware Multi-Agent System

QuAD, a framework for quantitative pre-analysis assessment of qualitative response datasets, is introduced and a content-aware multi-agent system with two-stage instruction generation and adaptive anchors to improve scoring consistency is proposed.

Wen-Shuo Zhang, Leixian Shen, Qi-Qi Zhou et al. · 0 citations