FinLangNet: A Novel Deep Learning Framework for Credit Risk Prediction Using Linguistic Analogy in Financial Data

1 code implementation • 19 Apr 2024 • Yu Lei, Zixuan Wang, Chu Liu, Tongyao Wang, Dongyang Lee

Our research demonstrates that FinLangNet surpasses traditional statistical methods in predicting credit risk and that its integration with these methods enhances credit card fraud prediction models, achieving a significant improvement of over 1. 5 points in the Kolmogorov-Smirnov metric.

DM\_NLP at SemEval-2018 Task 12: A Pipeline System for Toponym Resolution

no code implementations • SEMEVAL 2019 • Xiaobin Wang, Chunping Ma, Huafei Zheng, Chu Liu, Pengjun Xie, Linlin Li, Luo Si

This paper describes DM-NLP{'}s system for toponym resolution task at Semeval 2019.

Toponym Resolution