Thong Nguyen

Orcid: 0000-0001-7447-7416

Affiliations:
  • National University of Singapore, Singapore


According to our database1, Thong Nguyen authored at least 24 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

2021
2022
2023
2024
0
5
10
5
2
1
1
7
5
1
2

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
A survey on neural topic models: methods, applications, and challenges.
Artif. Intell. Rev., February, 2024

Curriculum Demonstration Selection for In-Context Learning.
CoRR, 2024

Topic-aware Causal Intervention for Counterfactual Detection.
CoRR, 2024

FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm.
CoRR, 2024

Topic Modeling as Multi-Objective Contrastive Optimization.
CoRR, 2024

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning.
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.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Meta-optimized Angular Margin Contrastive Framework for Video-Language Representation Learning.
Proceedings of the Computer Vision - ECCV 2024, 2024

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling.
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.
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.
CoRR, 2023

Effective Neural Topic Modeling with Embedding Clustering Regularization.
CoRR, 2023

Expand BERT Representation with Visual Information via Grounded Language Learning with Multimodal Partial Alignment.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding.
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.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions.
CoRR, 2022

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation.
CoRR, 2021

Contrastive Learning for Neural Topic Model.
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.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021


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