2 papers
cs.LG2025
Large Language models for Time Series Analysis: Techniques, Applications, and Challenges
Feifei Shi, Xueyan Yin, Kang Wang +3
Time series analysis is pivotal in domains like financial forecasting and biomedical monitoring, yet traditional methods are constrained by limited nonlinear feature representation…
cs.CL2024
QCG-Rerank: Chunks Graph Rerank with Query Expansion in Retrieval-Augmented LLMs for Tourism Domain
Qikai Wei, Mingzhi Yang, Chunlong Han +4
Retrieval-Augmented Generation (RAG) mitigates the issue of hallucination in Large Language Models (LLMs) by integrating information retrieval techniques. However, in the tourism d…