5 citations · 6 across the 4 of their papers we have counts for
5 papers
Rethinking Scale: Deployment Trade-offs of Small Language Models under Agent Paradigms
Xinlin Wang, Mats Brorsson
Despite the impressive capabilities of large language models, their substantial computational costs, latency, and privacy risks hinder their widespread deployment in real-world app…
Which Company Adjustment Matter? Insights from Uplift Modeling on Financial Health
Xinlin Wang, Mats Brorsson
Uplift modeling has achieved significant success in various fields, particularly in online marketing. It is a method that primarily utilizes machine learning and deep learning to e…
Datasets for Advanced Bankruptcy Prediction: A survey and Taxonomy
Xinlin Wang, Zsófia Kräussl, Mats Brorsson
Bankruptcy prediction is an important research area that heavily relies on data science. It aims to help investors, managers, and regulators better understand the operational statu…
DrugAgent: Reliable Multi-Agent Integration of Conflicting Biomedical Evidence for Drug-Target Interaction Assessment
Yoshitaka Inoue, Tianci Song, Xinling Wang +3
Workflows in drug-target interaction (DTI) assessment require integrating heterogeneous data from predictive models, curated resources, and observations from experimental literatur…
Augmenting Bankruptcy Prediction using Reported Behavior of Corporate Restructuring
Xinlin Wang, Mats Brorsson
Credit risk assessment of a company is commonly conducted by utilizing financial ratios that are derived from its financial statements. However, this approach may not fully encompa…