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ORCIDThong Nguyen 0003
Person information
- affiliation: National University of Singapore, Singapore
Other persons with the same name
- Thong Nguyen 0001 — Defence Science and Technology Organisation, Edinburgh, Australia
- Thong Nguyen 0002
![[0000-0002-0279-4188]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-0279-4188")
— University of Illinois Illinois at Urbana-Champaign, Urbana, IL, USA - Thong Nguyen 0004 — University of Amsterdam, The Netherlands
- Thong Nguyen 0005 — Tulane University, Department of Chemistry, New Orleans, LA, USA
- Thong Nguyen 0006 — Ho Chi Minh City University of Technology, Faculty of Computer Science and Engineering, Vietnam
- Thong Nguyen 0007 — Saarland University, Saarbrücken, Germany
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Journal Articles
- 2024
[j1]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A survey on neural topic models: methods, applications, and challenges. Artif. Intell. Rev. 57(2): 18 (2024)
Conference and Workshop Papers
- 2024
- [c15]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. AAAI 2024: 18824-18832 - [c14]Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu:
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. AAAI 2024: 19261-19269 - [c13]Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu:
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. ACL (Findings) 2024: 3088-3105 - [c12]Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) 2024: 3636-3657 - [c11]Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. ECCV (80) 2024: 77-98 - [c10]Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
Encoding and Controlling Global Semantics for Long-form Video Question Answering. EMNLP 2024: 7049-7066 - [c9]Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu:
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. NAACL-HLT 2024: 733-749 - 2023
- [c8]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu:
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. AAAI 2023: 13763-13771 - [c7]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu:
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. ACL (Findings) 2023: 1670-1696 - [c6]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu:
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. EMNLP (Findings) 2023: 3635-3649 - [c5]Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Anh Tuan Luu:
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation. EMNLP (Findings) 2023: 14714-14724 - [c4]Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu:
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. ACM Multimedia 2023: 5665-5673 - 2022
- [c3]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction. EMNLP 2022: 10085-10096 - 2021
- [c2]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. EMNLP (1) 2021: 9443-9456 - [c1]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. NeurIPS 2021: 11974-11986
Informal and Other Publications
- 2024
- [i21]Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu:
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling. CoRR abs/2401.14113 (2024) - [i20]Xiaobao Wu, Thong Nguyen, Anh Tuan Luu:
A Survey on Neural Topic Models: Methods, Applications, and Challenges. CoRR abs/2401.15351 (2024) - [i19]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Topic Modeling as Multi-Objective Contrastive Optimization. CoRR abs/2402.07577 (2024) - [i18]Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu:
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning. CoRR abs/2403.17486 (2024) - [i17]Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu:
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion. CoRR abs/2405.17957 (2024) - [i16]Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu:
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm. CoRR abs/2405.17978 (2024) - [i15]Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. CoRR abs/2406.05615 (2024) - [i14]Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning. CoRR abs/2407.03788 (2024) - [i13]Thong Nguyen, Truc-My Nguyen:
Topic-aware Causal Intervention for Counterfactual Detection. CoRR abs/2409.16668 (2024) - [i12]Duc Anh Vu, Cong-Duy T. Nguyen, Xiaobao Wu, Nhat Minh Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu:
Curriculum Demonstration Selection for In-Context Learning. CoRR abs/2411.18126 (2024) - 2023
- [i11]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu:
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling. CoRR abs/2304.03544 (2023) - [i10]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing:
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. CoRR abs/2305.12678 (2023) - [i9]Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu:
Effective Neural Topic Modeling with Embedding Clustering Regularization. CoRR abs/2306.04217 (2023) - [i8]Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Luu Anh Tuan:
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment. CoRR abs/2312.01592 (2023) - [i7]Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Luu Anh Tuan:
Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation. CoRR abs/2312.02227 (2023) - [i6]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding. CoRR abs/2312.02549 (2023) - [i5]Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan:
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling. CoRR abs/2312.06950 (2023) - 2022
- [i4]Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing:
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions. CoRR abs/2211.03524 (2022) - 2021
- [i3]Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan:
Enriching and Controlling Global Semantics for Text Summarization. CoRR abs/2109.10616 (2021) - [i2]Thong Nguyen, Anh Tuan Luu:
Contrastive Learning for Neural Topic Model. CoRR abs/2110.12764 (2021) - [i1]Thong Nguyen, Luu Anh Tuan:
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation. CoRR abs/2112.03473 (2021)
Coauthor Index
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