| Short text topic modeling with topic distribution quantization and negative sampling decoder X Wu, C Li, Y Zhu, Y Miao EMNLP 2020, 1772-1782, 2020 | 63 | 2020 |
| Fact-checking complex claims with program-guided reasoning L Pan, X Wu, X Lu, AT Luu, WY Wang, MY Kan, P Nakov ACL 2023, 2023 | 39 | 2023 |
| Short text topic modeling with flexible word patterns X Wu, C Li 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 23 | 2019 |
| Mitigating data sparsity for short text topic modeling by topic-semantic contrastive learning X Wu, AT Luu, X Dong EMNLP 2022, 2022 | 21 | 2022 |
| Discovering topics in long-tailed corpora with causal intervention X Wu, C Li, Y Miao ACL 2021 Findings, 175-185, 2021 | 16 | 2021 |
| Learning multilingual topics with neural variational inference X Wu, C Li, Y Zhu, Y Miao Natural Language Processing and Chinese Computing: 9th CCF International …, 2020 | 16 | 2020 |
| Effective neural topic modeling with embedding clustering regularization X Wu, X Dong, TT Nguyen, AT Luu ICML 2023, 37335-37357, 2023 | 15 | 2023 |
| Adaptive contrastive learning on multimodal transformer for review helpfulness predictions T Nguyen, X Wu, AT Luu, CD Nguyen, Z Hai, L Bing EMNLP 2022, 2022 | 14 | 2022 |
| A survey on neural topic models: methods, applications, and challenges X Wu, T Nguyen, AT Luu Artificial Intelligence Review 57 (2), 18, 2024 | 10 | 2024 |
| Infoctm: A mutual information maximization perspective of cross-lingual topic modeling X Wu, X Dong, T Nguyen, C Liu, LM Pan, AT Luu AAAI 37 (11), 13763-13771, 2023 | 10 | 2023 |
| On the affinity, rationality, and diversity of hierarchical topic modeling X Wu, F Pan, T Nguyen, Y Feng, C Liu, CD Nguyen, AT Luu AAAI 2024 38 (17), 19261-19269, 2024 | 5 | 2024 |
| Towards the topmost: A topic modeling system toolkit X Wu, F Pan, AT Luu ACL 2024 demo, 2023 | 5 | 2023 |
| Topic Modeling as Multi-Objective Contrastive Optimization T Nguyen, X Wu, X Dong, CDT Nguyen, SK Ng, AT Luu ICLR 2024, 2024 | 4* | 2024 |
| Updating language models with unstructured facts: Towards practical knowledge editing X Wu, L Pan, WY Wang, AT Luu arXiv preprint arXiv:2402.18909, 2024 | 3 | 2024 |
| Gradient-boosted decision tree for listwise context model in multimodal review helpfulness prediction T Nguyen, X Wu, X Dong, AT Luu, CD Nguyen, Z Hai, L Bing ACL 2023 Findings, 2023 | 3 | 2023 |
| Zero-Shot Text Classification via Self-Supervised Tuning C Liu, W Zhang, G Chen, X Wu, AT Luu, CH Chang, L Bing ACL 2023 Findings, 2023 | 3 | 2023 |
| Kdmcse: Knowledge distillation multimodal sentence embeddings with adaptive angular margin contrastive learning CD Nguyen, T Nguyen, X Wu, AT Luu NAACL 2024, 2024 | 2 | 2024 |
| DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding T Nguyen, X Wu, X Dong, CD Nguyen, SK Ng, A Luu EMNLP 2023 Findings, 3635-3649, 2023 | 2 | 2023 |
| Vision-and-Language Pretraining: Methods, Applications, and Future Challenges T Nguyen, CD Nguyen, X Wu, SK Ng, AT Luu | 2* | 2023 |
| FASTopic: A Fast, Adaptive, Stable, and Transferable Topic Modeling Paradigm X Wu, T Nguyen, DC Zhang, WY Wang, AT Luu arXiv preprint arXiv:2405.17978, 2024 | 1 | 2024 |
Luu Anh TuanAssistant Professor, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
