Paper introduces Importance-Aware Fusion for news-driven forecasting

Arxiv CS.AI (top papers)

The paper proposes Importance-Aware Fusion and PRM-Guided Reflection to incorporate news into time series forecasting. It addresses limitations of existing LLM-based pipelines by fusing relevant news and using process reward model-guided reflection.

llm

Arxiv CS.AI (top papers)·Mingyang LiuQingcan KangYuke WangShixiong KaiKaichao LiangHui-Ling ZhenTao ZhongMingxuan YuanLinqi Song

8 days ago