3 papers
cs.IR2026
SemFlowRAG: Directed Semantic Flow from Abstraction to Evidence for Complex Reasoning
Houyuan Qin, Rong Wu, Qinyuan Qin +4
Retrieval-Augmented Generation (RAG) enhanced by Knowledge Graphs has shown promise in complex multi-hop reasoning tasks. However, existing graph-based retrieval methods typically…
cs.DB2025
A Global Dataset Mapping the AI Innovation from Academic Research to Industrial Patents
Haixing Gong, Hui Zou, Xingzhou Liang +4
In the rapidly evolving field of artificial intelligence (AI), mapping innovation patterns and understanding effective technology transfer from research to applications are essenti…
cs.AI2025
DeepDiveAI: Identifying AI Related Documents in Large Scale Literature Data
Zhou Xiaochen, Liang Xingzhou, Zou Hui +2
In this paper, we propose a method to automatically classify AI-related documents from large-scale literature databases, leading to the creation of an AI-related literature dataset…