no code implementations • 8 Jan 2024 • Dat Nguyen, Hieu M. Vu, Cong-Thanh Le, Bach Le, David Lo, ThanhVu Nguyen, Corina Pasareanu
To tackle the challenge of varying input structures in GNNs, GNNInfer first identifies a set of representative influential structures that contribute significantly towards the prediction of a GNN.
no code implementations • 26 Sep 2022 • Bao-Sinh Nguyen, Dung Tien Le, Hieu M. Vu, Tuan Anh D. Nguyen, Minh-Tien Nguyen, Hung Le
In this paper, we investigate the problem of improving the performance of Artificial Intelligence systems in understanding document images, especially in cases where training data is limited.
no code implementations • 26 May 2022 • Nguyen Hong Son, Hieu M. Vu, Tuan-Anh D. Nguyen, Minh-Tien Nguyen
This paper introduces a new information extraction model for business documents.
no code implementations • 2 Jun 2021 • Tuan-Anh D. Nguyen, Hieu M. Vu, Nguyen Hong Son, Minh-Tien Nguyen
Firstly, we introduce a new query-based IE model that employs span extraction instead of using the common sequence labeling approach.
no code implementations • 11 Oct 2020 • Hieu M. Vu, Diep Thi-Ngoc Nguyen
FUNSD is one of the limited publicly available datasets for information extraction from document im-ages.