Thong Nguyen

44 papers A* 8Misc 1Journal 27Unranked 8
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Curriculum Demonstration Selection for In-Context Learning.
SAC
Duc Anh Vu, Cong-Duy Nguyen, Xiaobao Wu, Nhat M. Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu
2025 J jnl
CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base.
CoRR
Cong-Duy Nguyen, Xiaobao Wu, Duc Anh Vu, Shuai Zhao, Thong Nguyen, Anh Tuan Luu
2025 J jnl
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation.
CoRR
Cong-Duy Nguyen, Xiaobao Wu, Thong Nguyen, Shuai Zhao, Khoi Le, Viet-Anh Nguyen, Yichao Feng, Anh Tuan Luu
2025 J jnl
More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering.
CoRR
Duc Anh Vu, Thong Nguyen, Cong-Duy Nguyen, Viet-Anh Nguyen, Anh Tuan Luu
2025 J jnl
TI-JEPA: An Innovative Energy-based Joint Embedding Strategy for Text-Image Multimodal Systems.
CoRR
Khang H. N. Vo, Duc P. T. Nguyen, Thong Nguyen, Tho T. Quan
2025 J jnl
Temporal-Oriented Recipe for Transferring Large Vision-Language Model to Video Understanding.
CoRR
Thong Nguyen, Zhiyuan Hu, Xu Lin, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024 J jnl
A Survey on Neural Topic Models: Methods, Applications, and Challenges.
CoRR
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
2024 J jnl
A survey on neural topic models: methods, applications, and challenges.
Artif. Intell. Rev.
Xiaobao Wu, Thong Nguyen, Anh Tuan Luu
2024 J jnl
Curriculum Demonstration Selection for In-Context Learning.
CoRR
Duc Anh Vu, Cong-Duy T. Nguyen, Xiaobao Wu, Nhat Minh Hoang, Mingzhe Du, Thong Nguyen, Anh Tuan Luu
2024 A* conf
Encoding and Controlling Global Semantics for Long-form Video Question Answering.
EMNLP
Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024 J jnl
FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm.
CoRR
Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu
2024 A* conf
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model.
NeurIPS
Xiaobao Wu, Thong Nguyen, Delvin Zhang, William Yang Wang, Anh Tuan Luu
2024 — conf
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning.
NAACL-HLT
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
2024 J jnl
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning.
CoRR
Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu
2024 — conf
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.
ECCV (80)
Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024 J jnl
Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.
CoRR
Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024 — conf
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion.
ACL (Findings)
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
2024 J jnl
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion.
CoRR
Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu
2024 A* conf
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling.
AAAI
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
2024 J jnl
On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling.
CoRR
Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu
2024 A* conf
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.
AAAI
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024 J jnl
Topic Modeling as Multi-Objective Contrastive Optimization.
CoRR
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu
2024 J jnl
Topic-aware Causal Intervention for Counterfactual Detection.
CoRR
Thong Nguyen, Truc-My Nguyen
2024 — conf
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.
ACL (Findings)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024 J jnl
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.
CoRR
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2023 — conf
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding.
EMNLP (Findings)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2023 J jnl
DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding.
CoRR
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2023 J jnl
Effective Neural Topic Modeling with Embedding Clustering Regularization.
CoRR
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu
2023 A* conf
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment.
ACM Multimedia
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu
2023 J jnl
Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment.
CoRR
Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Luu Anh Tuan
2023 — conf
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction.
ACL (Findings)
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu
2023 J jnl
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction.
CoRR
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
2023 J jnl
Improving Multimodal Sentiment Analysis: Supervised Angular Margin-based Contrastive Learning for Enhanced Fusion Representation.
CoRR
Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Luu Anh Tuan
2023 — conf
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation.
EMNLP (Findings)
Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Anh Tuan Luu
2023 A* conf
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.
AAAI
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
2023 J jnl
InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.
CoRR
Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu
2023 J jnl
READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.
CoRR
Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2022 A* conf
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction.
EMNLP
Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing
2022 J jnl
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions.
CoRR
Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing
2021 A* conf
Contrastive Learning for Neural Topic Model.
NeurIPS
Thong Nguyen, Anh Tuan Luu
2021 J jnl
Contrastive Learning for Neural Topic Model.
CoRR
Thong Nguyen, Anh Tuan Luu
2021 — conf
Enriching and Controlling Global Semantics for Text Summarization.
EMNLP (1)
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
2021 J jnl
Enriching and Controlling Global Semantics for Text Summarization.
CoRR
Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan
2021 J jnl
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation.
CoRR
Thong Nguyen, Luu Anh Tuan