Advanced Hyena Hierarchy Architectures for Predictive Modeling of Interest Rate Dynamics from Central Bank Communications

Advanced Hyena Hierarchy Architectures for Predictive Modeling of Interest Rate Dynamics from Central Bank Communications

Effective analysis of central bank communications is critical for anticipating monetary policy changes and guiding market expectations. However, traditional natural language processing models face significant challenges in processing lengthy and nuanced policy documents, which often exceed tens of t...

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Bibliographic Details
Main Authors: Tao Song, Shijie Yuan, Rui Zhong
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
interest rate nowcasting
central bank communication
Hyena Hierarchy
Delta LoRA
long sequence processing
domain adaptation
Online Access:https://www.mdpi.com/2076-3417/15/12/6420
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