3 papers
cs.IR2026
M-RAG: Semantic Key-Value Indexing for Retrieval-Augmented Generation
Xu Sun, Tongkai Xu, Baiheng Xie +3
Retrieval-augmented generation (RAG) turns external documents into evidence for large language models. In practice, this is also a data access problem: a system must decide what to…
cs.AI2024
Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research
Xuewen Han, Neng Wang, Shangkun Che +3
In recent years, the application of generative artificial intelligence (GenAI) in financial analysis and investment decision-making has gained significant attention. However, most…
cs.CL2024
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
Changrong Xiao, Wenxing Ma, Qingping Song +4
Receiving timely and personalized feedback is essential for second-language learners, especially when human instructors are unavailable. This study explores the effectiveness of La…