Minh Nguyen

Cross-Task Instance Representation Interactions and Label Dependencies for Joint Information Extraction with Graph Convolutional Networks

2021

Existing works on information extraction (IE) have mainly solved the four main tasks separately (entity mention recognition, relation extraction, event trigger detection, and argument extraction), thus failing to benefit from inter-dependencies between tasks. This paper …

Impact of Internet Use on Trade Openness: Evidence from Southeast Asian Countries

2023 · Journal of Economic and Banking Studies

This research aims to examine the impact of Internet use on trade openness in Southeast Asian countries, with eight countries over the period of 1996 2020 as its samples. This study analyzed the data provided …

Predictive model for customer satisfaction analytics in E-commerce sector using machine learning and deep learning

2024 · International Journal of Information Management Data Insights

In Vietnam's rapidly expanding e-commerce landscape, there is a critical need for advanced tools that can effectively analyze customer feedback to boost satisfaction and loyalty. This paper introduces a two-step predictive framework merging deep learning …