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A Unified Framework for Modeling Heterogeneous Financial Data via Dual-Granularity Prompting

ACL 2026 · Industry Track · OralCore author, corresponding author, and project lead

AuthorsYu Lei, Zixuan Wang, Yiqing Feng, Junru Zhang, Yahui Li, Chu Liu, Tongyao Wang, Dongyang Li

FinLangNet combines DeepFM with a dual-prompt sequence encoder to model heterogeneous financial records and predict credit risk across multiple future horizons.

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Core author, corresponding author, and project lead.

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