Proximity QA: Unleashing the Power of Multi-Modal Large Language Models for Spatial Proximity Analysis

1 code implementation • 31 Jan 2024 • Jianing Li, Xi Nan, Ming Lu, Li Du, Shanghang Zhang

To overcome this limitation in MLLMs, we introduce Proximity Question Answering (Proximity QA), a novel framework designed to enable MLLMs to infer the proximity relationship between objects in images.

Multi-Task Learning Question Answering +1

Detecting Transaction-based Tax Evasion Activities on Social Media Platforms Using Multi-modal Deep Neural Networks

no code implementations • 27 Jul 2020 • Lelin Zhang, Xi Nan, Eva Huang, Sidong Liu

This paper presents a machine learning based Regtech tool for international tax authorities to detect transaction-based tax evasion activities on social media platforms.