most citedS-Path-RAG: Semantic-Aware Shortest-Path Retrieval Augmented Generation for Multi-Hop Knowledge Graph Question Answering

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cs.CE2026

AlphaSeek: Trajectory-Level Self-Iterative Factor Mining Framework for Multi-Source Financial Data

Qilu Zhu, Zijun Lu, Jianmin Zhu +3

With the rapid rise of large language models, LLM-driven quantitative factor mining has become an increasingly active research area. However, existing methods still suffer from sub…

cs.CE2025

FinSentLLM: Multi-LLM and Structured Semantic Signals for Enhanced Financial Sentiment Forecasting

Zijian Zhang, Rong Fu, Yangfan He +6

Financial sentiment analysis (FSA) has attracted significant attention, and recent studies increasingly explore large language models (LLMs) for this field. Yet most work evaluates…