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Visual Question Answering, Natural Language Processing, Speech Processing
Vietnam, Japan

Activities

Employment (1)

Ho Chi Minh City University of Science: Ho Chi Minh City, VN

2022-04-01 to present | Lecturer (Information Technology)
Employment
Source: Self-asserted source
Tung Le

Education and qualifications (2)

Japan Advanced Institute of Science and Technology: Nomi Shi, Ishikawa, JP

2019-10-01 to 2022-12-24 | Ph.D (School of Information Science)
Education
Source: Self-asserted source
Tung Le

Japan Advanced Institute of Science and Technology: Nomi, Ishikawa, JP

2016-10-01 to 2018-09-30 | Master (School of Information Science)
Education
Source: Self-asserted source
Tung Le

Works (41)

Integrating Voice Activity Detection to Enhance Robustness of On-Device Speaker Verification

2025 | Book chapter
Contributors: Kiet Anh Hoang; Khanh Duong; Triet Nguyen Van Minh; Tung Le; Huy Tien Nguyen
Source: check_circle
Crossref

Lightweight speaker verification with integrated VAD and speech enhancement

Digital Signal Processing
2025-04 | Journal article
Contributors: Kiet Anh Hoang; Tung Le; Huy Tien Nguyen
Source: check_circle
Crossref

Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration

arXiv
2024 | Other
EID:

2-s2.0-85202209905

Part of ISSN: 23318422
Contributors: Nguyen, N.S.; Van Nguyen, S.; Le, T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

AMAMP: A Two-Phase Adaptive Multi-hop Attention Message Passing Mechanism for Logical Reasoning Machine Reading Comprehension

2024 | Book chapter
Contributors: Khai T. Phan; Tung Le; Nhi Thao Tran
Source: check_circle
Crossref

Entube: Exploring Key Video Features for Advancing Youtube Engagement

SSRN
2024 | Other
EID:

2-s2.0-85197019216

Part of ISSN: 15565068
Contributors: Le, T.; Nguyen-Thi, M.-V.; Le, M.-T.; Nguyen-Thi, H.-V.; Le, T.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Fusing Visual and Textual Representations via Multi-layer Fusing Transformers for Vietnamese Visual Question Answering

2024 | Book chapter
Contributors: Cong Phu Nguyen; Huy Tien Nguyen; Tung Le
Source: check_circle
Crossref

Advancing Vietnamese Visual Question Answering with Transformer and Convolutional Integration

Computers and Electrical Engineering
2024-10 | Journal article
Contributors: Ngoc Son Nguyen; Van Son Nguyen; Tung Le
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

How rationals boost textual entailment modeling: Insights from large language models

Computers and Electrical Engineering
2024-10 | Journal article
Contributors: Duc-Huy Pham; Tung Le; Huy Tien Nguyen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Novel Pipeline to Enhance Question-Answering Model by Identifying Relevant Information

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
EID:

2-s2.0-85172422012

Part of ISBN: 9783031361890
Part of ISSN: 16113349 03029743
Contributors: Le, N.-K.; Nguyen, D.-H.; Nguyen, T.-T.-T.; Nguyen, M.P.; Le, T.; Nguyen, M.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

A Study on Effectiveness of BERT Models and Task-Conditioned Reasoning Strategy for Medical Visual Question Answering

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2023 | Conference paper
EID:

2-s2.0-85152533284

Part of ISBN: 9783031291258
Part of ISSN: 1867822X 18678211
Contributors: Nguyen, C.; Le, T.; Le, N.-K.; Pham, T.-T.; Nguyen, L.-M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Automated Data Model Generation From Textual Specifications: A Case Study of ECHONET Lite Specification

IEEE Access
2023 | Journal article
EID:

2-s2.0-85178026235

Part of ISSN: 21693536
Contributors: Pham, V.C.; Linh, N.T.D.; Le, T.; Nguyen, T.H.; Tan, Y.
Source: Self-asserted source
Tung Le via Scopus - Elsevier
grade
Preferred source (of 2)‎

Combining Multi-vision Embedding in Contextual Attention for Vietnamese Visual Question Answering

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
EID:

2-s2.0-85161420431

Part of ISBN: 9783031264306
Part of ISSN: 16113349 03029743
Contributors: Nguyen, A.D.; Le, T.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier
grade
Preferred source (of 2)‎

Integrating Voice Activity Detection to Enhance Robustness of On-Device Speaker Verification

SSRN
2023 | Other
EID:

2-s2.0-85181095165

Part of ISSN: 15565068
Contributors: Hoang, K.A.; Duong, K.; Van Minh, T.N.; Le, T.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

PhraseTransformer: an incorporation of local context information into sequence-to-sequence semantic parsing

Applied Intelligence
2023 | Journal article
EID:

2-s2.0-85142933494

Part of ISSN: 15737497 0924669X
Contributors: Nguyen, P.M.; Le, T.; Nguyen, H.T.; Tran, V.; Nguyen, M.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

SubTST: a consolidation of sub-word latent topics and sentence transformer in semantic representation

Applied Intelligence
2023 | Journal article
EID:

2-s2.0-85139765572

Part of ISSN: 15737497 0924669X
Contributors: Dang, B.; Le, T.; Nguyen, L.-M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Youtube Engagement Analytics via Deep Multimodal Fusion Model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2023 | Conference paper
EID:

2-s2.0-85161376753

Part of ISBN: 9783031264306
Part of ISSN: 16113349 03029743
Contributors: Nguyen-Thi, M.-V.; Le, H.; Le, T.; Le, T.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier
grade
Preferred source (of 2)‎

A Correct Face Mask Usage Detection Framework by AIoT

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
EID:

2-s2.0-85145251961

Part of ISBN: 9783031219665
Part of ISSN: 16113349 03029743
Contributors: Hoang Pham, M.; Van Nguyen, S.; Le, T.; Tien Nguyen, H.; Duy Le, T.; Trawinski, B.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

A Summary of the ALQAC 2021 Competition

arXiv
2022 | Other
EID:

2-s2.0-85169279004

Part of ISSN: 23318422
Contributors: Thanh, N.H.; Quan, B.M.; Nguyen, C.; Le, T.; Phuong, N.M.; Binh, D.T.; Yen, V.T.H.; Racharak, T.; Le Minh, N.; Vu, T.D. et al.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Air Quality Monitoring and Forecasting System using IoT and Machine Learning Techniques

Proceedings of 2022 6th International Conference on Green Technology and Sustainable Development, GTSD 2022
2022 | Conference paper
EID:

2-s2.0-85146436984

Part of ISBN: 9781665466288
Contributors: Tran, Q.A.; Dang, Q.H.; Le, T.; Nguyen, H.T.; Le, T.D.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

ALQAC 2022: A Summary of the Competition

Proceedings - International Conference on Knowledge and Systems Engineering, KSE
2022 | Conference paper
EID:

2-s2.0-85146198331

Part of ISBN: 9781665452809
Part of ISSN: 26944804
Contributors: Nguyen, C.; Bui, M.-Q.; Do, D.-T.; Le, N.-K.; Nguyen, D.-H.; Nguyen, T.-T.; Nguyen, H.-T.; Tran, V.; Nguyen, L.-M.; Le, N.-C. et al.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

An Effective Method to Answer Multi-hop Questions by Single-hop QA System

International Conference on Agents and Artificial Intelligence
2022 | Conference paper
EID:

2-s2.0-85173605777

Part of ISSN: 2184433X 21843589
Contributors: Yuntao, K.; Phuong, N.M.; Racharak, T.; Le, T.; Minh, N.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

An Unsupervised Learning Method to improve Legal Document Retrieval task at ALQAC 2022

Proceedings - International Conference on Knowledge and Systems Engineering, KSE
2022 | Conference paper
EID:

2-s2.0-85146200319

Part of ISBN: 9781665452809
Part of ISSN: 26944804
Contributors: Nguyen, D.T.; Nguyen, H.; Le, T.; Nguyen, L.-M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Attention-driven RetinaNet for Parasitic Egg Detection

Proceedings - 2022 IEEE International Symposium on Multimedia, ISM 2022
2022 | Conference paper
EID:

2-s2.0-85147552091

Part of ISBN: 9781665471725
Contributors: Pho, K.; Lam, H.; Le, T.; Nguyen, H.T.; Yoshitaka, A.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Bi-direction Co-Attention Network on Visual Question Answering for Blind People

Proceedings of SPIE - The International Society for Optical Engineering
2022 | Conference paper
EID:

2-s2.0-85134337537

Part of ISBN: 9781510650442
Part of ISSN: 1996756X 0277786X
Contributors: Le, T.; Bui, T.; Nguyen, H.T.; Le Nguyen, M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Blockchain-Based Decentralized Digital Content Management and Sharing System

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
EID:

2-s2.0-85145250339

Part of ISBN: 9783031219665
Part of ISSN: 16113349 03029743
Contributors: Bui, T.; Duy Le, T.; Nguyen, T.-H.; Trawinski, B.; Nguyen, H.T.; Le, T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task

Communications in Computer and Information Science
2022 | Conference paper
EID:

2-s2.0-85140431056

Part of ISBN: 9783031162091
Part of ISSN: 18650937 18650929
Contributors: Phuong, N.M.; Le, T.; Minh, N.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier
grade
Preferred source (of 2)‎

EnTube: A Dataset for YouTube Video Engagement Analytics

Research Square
2022 | Other
EID:

2-s2.0-85167490673

Contributors: Le, T.; Nguyen-Thi, M.-V.; Le, H.; Vo, Q.-T.; Le, T.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Improving Neural Machine Translation by Efficiently Incorporating Syntactic Templates

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | Conference paper
EID:

2-s2.0-85137982800

Part of ISBN: 9783031085291
Part of ISSN: 16113349 03029743
Contributors: Nguyen, P.; Le, T.; Ha, T.-L.; Dang, T.; Tran, K.; Nguyen, K.A.; Minh, N.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Learning Cross-modal Representations with Multi-relations for Image Captioning

International Conference on Pattern Recognition Applications and Methods
2022 | Conference paper
EID:

2-s2.0-85174578970

Part of ISBN: 9789897585494
Part of ISSN: 21844313
Contributors: Cheng, P.; Le, T.; Racharak, T.; Yiming, C.; Weikun, K.; Nguyen, M.L.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Object-less Vision-language Model on Visual Question Classification for Blind People

International Conference on Agents and Artificial Intelligence
2022 | Conference paper
EID:

2-s2.0-85144587778

Part of ISSN: 2184433X 21843589
Contributors: Le, T.; Pho, K.; Bui, T.; Nguyen, H.T.; Le Nguyen, M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

RVT-Transformer: Residual Attention in Answerability Prediction on Visual Question Answering for Blind People

Communications in Computer and Information Science
2022 | Conference paper
EID:

2-s2.0-85140484545

Part of ISBN: 9783031162091
Part of ISSN: 18650937 18650929
Contributors: Nguyen-Tran, D.-M.; Le, T.; Pho, K.; Nguyen, M.L.; Nguyen, H.T.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

VIMQA: A Vietnamese Dataset for Advanced Reasoning and Explainable Multi-hop Question Answering

2022 Language Resources and Evaluation Conference, LREC 2022
2022 | Conference paper
EID:

2-s2.0-85144340021

Part of ISBN: 9791095546726
Contributors: Le, N.-K.; Nguyen, D.-H.; Le, T.; Le Nguyen, M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

A Summary of the ALQAC 2021 Competition

Proceedings - International Conference on Knowledge and Systems Engineering, KSE
2021 | Conference paper
EID:

2-s2.0-85127293010

Part of ISBN: 9781665499750
Part of ISSN: 26944804
Contributors: Thanh, N.H.; Quan, B.M.; Nguyen, C.; Le, T.; Phuong, N.M.; Binh, D.T.; Yen, V.T.H.; Racharak, T.; Le Minh, N.; Vu, T.D. et al.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Multi visual and textual embedding on visual question answering for blind people

Neurocomputing
2021-11 | Journal article
Part of ISSN: 0925-2312
Source: Self-asserted source
Tung Le
grade
Preferred source (of 2)‎

Vision And Text Transformer For Predicting Answerability On Visual Question Answering

2021 IEEE International Conference on Image Processing (ICIP)
2021-09-19 | Journal article
Source: Self-asserted source
Tung Le
grade
Preferred source (of 2)‎

Integrating Transformer into Global and Residual Image Feature Extractor in Visual Question Answering for Blind People

2020 12th International Conference on Knowledge and Systems Engineering (KSE)
2020-11-12 | Journal article
Source: Self-asserted source
Tung Le
grade
Preferred source (of 2)‎

Opinions summarization: Aspect similarity recognition relaxes the constraint of predefined aspects

International Conference Recent Advances in Natural Language Processing, RANLP
2019 | Conference paper
EID:

2-s2.0-85076491114

Part of ISBN: 9789544520557
Part of ISSN: 13138502
Contributors: Nguyen, H.T.; Le, T.; Le Nguyen, M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Combined objective function in deep learning model for abstractive summarization

ACM International Conference Proceeding Series
2018 | Conference paper
EID:

2-s2.0-85059950893

Part of ISBN: 9781450365390
Contributors: Le, T.; Le Minh, N.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Phrase-based compressive summarization for English-Vietnamese

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Conference paper
EID:

2-s2.0-85006062708

Part of ISBN: 9783319490458
Part of ISSN: 16113349 03029743
Contributors: Le, T.; Nguyen, L.-M.; Shimazu, A.; Dien, D.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Recommendation system for Facebook public events based on probabilistic classification and re-ranking

Proceedings - 2016 8th International Conference on Knowledge and Systems Engineering, KSE 2016
2016 | Conference paper
EID:

2-s2.0-85006985555

Part of ISBN: 9781467389297
Contributors: Nguyen, D.L.; Le, T.M.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

The combination of similarity measures for extractive summarization

ACM International Conference Proceeding Series
2016 | Conference paper
EID:

2-s2.0-85007524855

Part of ISBN: 9781450348157
Contributors: Nguyen, H.; Le, T.; Luong, V.-T.; Nghiem, M.-Q.; Dinh, D.
Source: Self-asserted source
Tung Le via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for Expert systems with applications. (1)