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Journal Articles
- 2024
[j1]Hoang-Dung Nguyen
, Quang Duc Nguyen, Cong-Duy Nguyen, Phong T. To, Danh H. Nguyen, Huy Nguyen-Gia, Long H. Tran, Anh Q. Tran, An Dang-Hieu, Anh Nguyen-Duc, Tho Quan:
Supervised learning models for social bot detection: Literature review and benchmark. Expert Syst. Appl. 238(Part E): 122217 (2024)
Conference and Workshop Papers
- 2024
- [c9]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 - [c8]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 - [c7]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 - [c6]Thong Thanh Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Topic Modeling as Multi-Objective Contrastive Optimization. ICLR 2024 - [c5]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
- [c4]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 - [c3]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 - [c2]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 - [c1]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
Informal and Other Publications
- 2024
- [i13]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) - [i12]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) - [i11]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) - [i10]Thong Thanh Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu:
Encoding and Controlling Global Semantics for Long-form Video Question Answering. CoRR abs/2405.19723 (2024) - [i9]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) - [i8]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) - 2023
- [i7]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) - [i6]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) - [i5]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) - [i4]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) - [i3]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
- [i2]Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu:
Vision-and-Language Pretraining. CoRR abs/2207.01772 (2022) - [i1]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)
Coauthor Index
aka: Luu Anh Tuan
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