Thong Nguyen

According to our database, Thong Nguyen authored at least 47 papers between 1997 and 2024.

Collaborative distances:

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

2024

A survey on neural topic models: methods, applications, and challenges.

Xiaobao Wu, Thong Nguyen, Anh Tuan Luu

Artif. Intell. Rev., February, 2024

Topic-aware Causal Intervention for Counterfactual Detection.

Thong Nguyen, Truc-My Nguyen

CoRR, 2024

FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm.

Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu

CoRR, 2024

Multimodal Learned Sparse Retrieval for Image Suggestion.

Thong Nguyen, Mariya Hendriksen, Andrew Yates

CoRR, 2024

Topic Modeling as Multi-Objective Contrastive Optimization.

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy T. Nguyen, See-Kiong Ng, Anh Tuan Luu

CoRR, 2024

Neural Lexical Search with Learned Sparse Retrieval.

Andrew Yates, Carlos Lassance, Sean MacAvaney, Thong Nguyen, Yibin Lei

Proceedings of the 2024 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2024

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning.

Cong-Duy Nguyen, Thong Nguyen, Xiaobao Wu, Anh Tuan Luu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Encoding and Controlling Global Semantics for Long-form Video Question Answering.

Thong Nguyen, Zhiyuan Hu, Xiaobao Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities.

Thong Nguyen, Shubham Chatterjee, Sean MacAvaney, Iain Mackie, Jeff Dalton, Andrew Yates

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Multimodal Learned Sparse Retrieval with Probabilistic Expansion Control.

Thong Nguyen, Mariya Hendriksen, Andrew Yates, Maarten de Rijke

Proceedings of the Advances in Information Retrieval, 2024

Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.

Thong Nguyen, Yi Bin, Xiaobao Wu, Xinshuai Dong, Zhiyuan Hu, Khoi Le, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

Proceedings of the Computer Vision - ECCV 2024, 2024

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion.

Xiaobao Wu, Xinshuai Dong, Liangming Pan, Thong Nguyen, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.

Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics, 2024

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling.

Xiaobao Wu, Fengjun Pan, Thong Nguyen, Yichao Feng, Chaoqun Liu, Cong-Duy Nguyen, Anh Tuan Luu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi M. Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling.

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Khoi Le, Zhiyuan Hu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan

CoRR, 2023

Generative Retrieval as Dense Retrieval.

Thong Nguyen, Andrew Yates

CoRR, 2023

Effective Neural Topic Modeling with Embedding Clustering Regularization.

Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Anh Tuan Luu

CoRR, 2023

Multimodal Learned Sparse Retrieval for Image Suggestion Task.

Thong Nguyen, Mariya Hendriksen, Andrew Yates

Proceedings of the Thirty-Second Text REtrieval Conference Proceedings (TREC 2023), 2023

Adapting Learned Sparse Retrieval for Long Documents.

Thong Nguyen, Sean MacAvaney, Andrew Yates

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment.

Cong-Duy Nguyen, The-Anh Vu-Le, Thong Nguyen, Tho Quan, Anh Tuan Luu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding.

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation.

Cong-Duy Nguyen, Thong Nguyen, Duc Anh Vu, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

A Unified Framework for Learned Sparse Retrieval.

Thong Nguyen, Sean MacAvaney, Andrew Yates

Proceedings of the Advances in Information Retrieval, 2023

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction.

Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.

Xiaobao Wu, Xinshuai Dong, Thong Nguyen, Chaoqun Liu, Liangming Pan, Anh Tuan Luu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions.

Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Cong-Duy Nguyen, Zhen Hai, Lidong Bing

CoRR, 2022

Vision-and-Language Pretraining.

Thong Nguyen, Cong-Duy Nguyen, Xiaobao Wu, Anh Tuan Luu

CoRR, 2022

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction.

Thong Nguyen, Xiaobao Wu, Anh Tuan Luu, Zhen Hai, Lidong Bing

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires.

Thong Nguyen, Andrew Yates, Ayah Zirikly, Bart Desmet, Arman Cohan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Machine learning based models for signal integrity analysis

Thong Nguyen

PhD thesis, 2021

Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation.

Thong Nguyen, Luu Anh Tuan

CoRR, 2021

DiffIR: Exploring Differences in Ranking Models' Behavior.

Kevin Martin Jose, Thong Nguyen, Sean MacAvaney, Jeffrey Dalton, Andrew Yates

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Contrastive Learning for Neural Topic Model.

Thong Nguyen, Anh Tuan Luu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Enriching and Controlling Global Semantics for Text Summarization.

Thong Nguyen, Anh Tuan Luu, Truc Lu, Tho Quan

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Adaptive Name Entity Recognition under Highly Unbalanced Data.

Thong Nguyen, Duy Nguyen, Pramod Rao

CoRR, 2020

PAM-4 Behavioral Modeling using Machine Learning via Laguerre-Volterra Expansion.

Xinying Wang, Thong Nguyen, José E. Schutt-Ainé

Proceedings of the 11th IEEE Latin American Symposium on Circuits & Systems, 2020

Automatic Container Code Recognition Using MultiDeep Pipeline.

Duy Nguyen, Duc Nguyen, Thong Nguyen, Khoi Ngo, Hung Cao, Thinh Vuong, Tho Quan

Proceedings of the Advances in Computational Collective Intelligence, 2020

2019

Fast Transient Simulation of High-Speed Channels Using Recurrent Neural Network.

Thong Nguyen, Tianjian Lu, Ken Wu, José E. Schutt-Ainé

CoRR, 2019

2017

Binding of carboxylate and trimethylammonium salts to octa-acid and TEMOA deep-cavity cavitands.

Matthew R. Sullivan, Punidha Sokkalingam, Thong Nguyen, James P. Donahue, Bruce C. Gibb

J. Comput. Aided Mol. Des., 2017

2014

Systems' Integration Technical Risks' Assessment Model (SITRAM).

Irena Loutchkina, Lakhmi C. Jain, Thong Nguyen, Sergey Nesterov

IEEE Trans. Syst. Man Cybern. Syst., 2014

2013

The Systems Integration Technical Risk assessment fusing of Bayesian Belief Networks and Parametric Models.

Irena Loutchkina, Lakhmi C. Jain, Thong Nguyen, Sergey Nesterov

J. Intell. Fuzzy Syst., 2013

2010

A Statistical Method for Middleware System Architecture Evaluation.

Jacky W. Keung, Yan Liu, Kate Foster, Thong Nguyen

Proceedings of the 21st Australian Software Engineering Conference (ASWEC 2010), 2010

Quantitative Analysis for Non-linear System Performance Data Using Case-Based Reasoning.

Jacky W. Keung, Thong Nguyen

Proceedings of the 17th Asia Pacific Software Engineering Conference, 2010

2009

Quality Assessment of Mission Critical Middleware System Using MEMS.

Yan Liu, Kate Foster, Thong Nguyen, Jacky W. Keung

Proceedings of the Ninth International Conference on Quality Software, 2009

2008

Introducing Tool Support for Managing Architectural Knowledge: An Experience Report.

Muhammad Ali Babar, Andrew Northway, Ian Gorton, Paul Heuer, Thong Nguyen

Proceedings of the 15th Annual IEEE International Conference and Workshop on Engineering of Computer Based Systems (ECBS 2008), 31 March, 2008

1997

A multi-agent architecture for situation awareness.

Thong Nguyen

Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1997