Nghia Hieu Nguyen

According to our database, Nghia Hieu Nguyen authored at least 24 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

Syllabic-Structure Decoder for Automatic Speech Recognition in Vietnamese.

Nghia Hieu Nguyen, Quan Ngoc Hoang, Long Hoang Huu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

CoRR, May, 2026

Phonetic Modeling of Dialectal Variation in Vietnamese Speech.

Quan Ngoc Hoang, Long Hoang Huu Nguyen, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

CoRR, May, 2026

Linguistically Informed Multimodal Fusion for Vietnamese Scene-Text Image Captioning: Dataset, Graph Framework, and Phonological Attention.

Nhi Ngoc-Yen Nguyen, Anh-Duc Nguyen, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

CoRR, April, 2026

ViSpeechFormer: A Phonemic Approach for Vietnamese Automatic Speech Recognition.

Khoa Anh Nguyen, Long Minh Hoang, Nghia Hieu Nguyen, Luan Thanh Nguyen, Ngan Luu-Thuy Nguyen

CoRR, February, 2026

ViMultiChoice: Toward a Method That Gives Explanation for Multiple-Choice Reading Comprehension in Vietnamese.

Trung Tien Cao, Lam Minh Thai, Nghia Hieu Nguyen, Duc-Vu Nguyen, Ngan Luu-Thuy Nguyen

CoRR, February, 2026

UIT-OpenViIC: An open-domain benchmark for evaluating image captioning in Vietnamese.

Doanh C. Bui, Nghia Hieu Nguyen, Khang Nguyen

Signal Process. Image Commun., 2026

ViTextVQA: A large-scale visual question answering dataset and a novel multimodal feature fusion method for Vietnamese text comprehension in images.

Quan Van Nguyen, Dan Quang Tran, Huy Quang Pham, Thang Kien-Bao Nguyen, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Expert Syst. Appl., 2026

2025

LiGT: layout-infused generative transformer for visual question answering on Vietnamese receipts.

Thanh-Phong Le, Trung Le Chi Phan, Nghia Hieu Nguyen, Kiet Van Nguyen

Int. J. Document Anal. Recognit., December, 2025

ViOCRVQA: novel benchmark dataset and VisionReader for visual question answering by understanding Vietnamese text in images.

Huy Quang Pham, Thang Kien-Bao Nguyen, Quan Van Nguyen, Dan Quang Tran, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Multim. Syst., April, 2025

ViPhoVQA: Toward a Phonemic-Based Method for Mitigating Rare and Out-of-Vocab Words in Vietnamese Text-Based Visual Question Answering.

Nghia Hieu Nguyen, Duc-Vu Nguyen, Huy Quoc To, Dien Dinh, Tho Thanh Quan, Ngan Luu-Thuy Nguyen

Proceedings of the Computational Collective Intelligence - 17th International Conference, 2025

Vietnamese Words Are Not Constructed from Syllables: Rethinking the Role of Word Segmentation in Natural Language Processing for Vietnamese Texts.

Nghia Hieu Nguyen, Dat Tien Nguyen, Ngan Luu-Thuy Nguyen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question Answering.

Nghia Hieu Nguyen, Tho Thanh Quan, Ngan Luu-Thuy Nguyen

CoRR, 2024

ViOCRVQA: Novel Benchmark Dataset and Vision Reader for Visual Question Answering by Understanding Vietnamese Text in Images.

Huy Quang Pham, Thang Kien-Bao Nguyen, Quan Van Nguyen, Dan Quang Tran, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

CoRR, 2024

ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images.

Quan Van Nguyen, Dan Quang Tran, Huy Quang Pham, Thang Kien-Bao Nguyen, Nghia Hieu Nguyen, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

CoRR, 2024

2023

OpenViVQA: Task, dataset, and multimodal fusion models for visual question answering in Vietnamese.

Nghia Hieu Nguyen, Duong T. D. Vo, Kiet Van Nguyen, Ngan Luu-Thuy Nguyen

Inf. Fusion, December, 2023

UIT-OpenViIC: A Novel Benchmark for Evaluating Image Captioning in Vietnamese.

Doanh C. Bui, Nghia Hieu Nguyen, Khang Nguyen

CoRR, 2023

VLSP2022-EVJVQA Challenge: Multilingual Visual Question Answering.

Ngan Luu-Thuy Nguyen, Nghia Hieu Nguyen, Duong T. D. Vo, Khanh Quoc Tran, Kiet Van Nguyen

CoRR, 2023

ViASR: A Novel Benchmark Dataset and Methods for Vietnamese Automatic Speech Recognition.

Binh Nguyen, Son Huynh, Quoc Khanh Tran, An Tran-Hoai Le, An Trong Nguyen, Tung Tran Nguyen Doan, Thuy-An Phan-Thi, Le Thanh Nguyen, Nghia Hieu Nguyen, Dang Huynh

Proceedings of the 37th Pacific Asia Conference on Language, 2023

PAT: Parallel Attention Transformer for Visual Question Answering in Vietnamese.

Nghia Hieu Nguyen, Kiet Van Nguyen

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2023

MAT: Effective Link Prediction via Mutual Attention Transformer.

Quan Van Nguyen, Huy Quang Pham, Dan Quang Tran, Thang Kien-Bao Nguyen, Nghia Hieu Nguyen

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

VieCap4H-VLSP 2021: ObjectAoA - Enhancing performance of Object Relation Transformer with Attention on Attention for Vietnamese image captioning.

Nghia Hieu Nguyen, Duong T. D. Vo, Minh-Quan Ha

CoRR, 2022

UIT-HWDB: Using Transferring Method to Construct A Novel Benchmark for Evaluating Unconstrained Handwriting Image Recognition in Vietnamese.

Nghia Hieu Nguyen, Duong T. D. Vo, Kiet Van Nguyen

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

SWVie-Food: A Dataset for Recognizing Foods in Southwest Vietnam Based on Deep Learning.

Khang Nhut Lam, My-Khanh Thi Nguyen, Khang Duy Nguyen, Nghia Hieu Nguyen, Kim-Yen Thi Nguyen, Andrew Ware

Proceedings of the RIVF International Conference on Computing and Communication Technologies, 2022

Vi-DRSNet: A Novel Hybrid Model for Vietnamese Image Captioning in Healthcare Domain.

Doanh C. Bui, Nghia Hieu Nguyen, Nguyen D. Vo, Uyen Han Thuy Thai, Khang Nguyen

Proceedings of the International Conference on Multimedia Analysis and Pattern Recognition, 2022