Research

(*) Equal contributors

Semi-supervised Neural Machine Translation with Consistency Regularization
Viet H. Pham, Thang M. Pham, Giang Nguyen, Long Nguyen, Dien Dinh
Under review ACL2022

Providing Syntactic Awareness to Neural Machine Translation by Graph-Based Transformer
Binh Nguyen, Binh Le, Long Nguyen, Viet Pham, Dien Dinh
International Conference on Artificial Intelligence and Big Data in Digital Era

Improving neural machine translation with AMR semantic graphs
Long H.B. Nguyen, Viet Pham* and Dien Dinh
*Mathematical Problems in Engineering, 2021 [pdf]

Integrating AMR semantic graphs to convolutional neural machine translation
Long Nguyen, Viet Pham, H. Minh, D. Dinh, and T. Manh
The ICIC Express Letters, vol. 12, pp. 133-141, 2021

Integrating AMR to Neural Machine Translation using Graph Attention Networks
Long H.B. Nguyen, Viet Pham* and Dien Dinh
*7th NAFOSTED Conference on Information and Computer Science (NICS), 2020 [pdf]

Semantic Convolutional Neural Machine Translation Using AMR for English-Vietnamese
Viet Pham, Long H. B. Nguyen, and Dien Dinh
The 2020 International Conference on Computer Communication and Information Systems (CCCIS 2020)