LAiW: A Chinese Legal Large Language Models Benchmark

1 code implementation • 9 Oct 2023 • Yongfu Dai, Duanyu Feng, Jimin Huang, Haochen Jia, Qianqian Xie, Yifang Zhang, Weiguang Han, Wei Tian, Hao Wang

Through automated evaluation of current general and legal domain LLMs on our benchmark, we indicate that these LLMs may not align with the logic of legal practice.

Information Retrieval

Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models

1 code implementation • 1 Oct 2023 • Duanyu Feng, Yongfu Dai, Jimin Huang, Yifang Zhang, Qianqian Xie, Weiguang Han, Zhengyu Chen, Alejandro Lopez-Lira, Hao Wang

We then propose the first Credit and Risk Assessment Large Language Model (CALM) by instruction tuning, tailored to the nuanced demands of various financial risk assessment tasks.

Decision Making Language Modelling +1

Reconstructing Graph Diffusion History from a Single Snapshot

1 code implementation • 1 Jun 2023 • Ruizhong Qiu, Dingsu Wang, Lei Ying, H. Vincent Poor, Yifang Zhang, Hanghang Tong

They are exclusively based on the maximum likelihood estimation (MLE) formulation and require to know true diffusion parameters.

An Adaptive Enhancement Based Hybrid CNN Model for Digital Dental X-ray Positions Classification

no code implementations • 1 May 2020 • Yaqi Wang, Lingling Sun, Yifang Zhang, Dailin Lv, Zhixing Li, Wuteng Qi

In this project, a novel solution based on adaptive histogram equalization and convolution neural network (CNN) is proposed, which automatically performs the task for dental x-rays.

General Classification Specificity