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 | 94 | 2023 |
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 | 82 | 2020 |
A survey on neural topic models: methods, applications, and challenges X Wu, T Nguyen, AT Luu Artificial Intelligence Review 57 (2), 18, 2024 | 46 | 2024 |
Mitigating data sparsity for short text topic modeling by topic-semantic contrastive learning X Wu, AT Luu, X Dong EMNLP 2022, 2022 | 38 | 2022 |
Effective neural topic modeling with embedding clustering regularization X Wu, X Dong, TT Nguyen, AT Luu International Conference on Machine Learning, 37335-37357, 2023 | 35 | 2023 |
Short text topic modeling with flexible word patterns X Wu, C Li IJCNN 2019, 1-7, 2019 | 26 | 2019 |
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 | 21 | 2022 |
Infoctm: A mutual information maximization perspective of cross-lingual topic modeling X Wu, X Dong, T Nguyen, C Liu, LM Pan, AT Luu AAAI 2023 37 (11), 13763-13771, 2023 | 18 | 2023 |
Discovering topics in long-tailed corpora with causal intervention X Wu, C Li, Y Miao ACL 2021 Findings, 175-185, 2021 | 18 | 2021 |
Learning multilingual topics with neural variational inference X Wu, C Li, Y Zhu, Y Miao NLPCC 2020, 840-851, 2020 | 18 | 2020 |
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 | 17 | 2024 |
Towards the topmost: A topic modeling system toolkit X Wu, F Pan, AT Luu ACL 2024 Demo, 2023 | 15 | 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 | 15 | 2023 |
A Survey of Recent Backdoor Attacks and Defenses in Large Language Models S Zhao, M Jia, Z Guo, L Gan, X XU, X Wu, J Fu, F Yichao, F Pan, AT Luu TMLR, 2025 | 13* | 2025 |
Updating language models with unstructured facts: Towards practical knowledge editing X Wu, L Pan, WY Wang, AT Luu arXiv preprint arXiv:2402.18909, 2024 | 13 | 2024 |
Topic modeling as multi-objective optimization with setwise contrastive learning TT Nguyen, X Wu, X Dong, CDT Nguyen, SK Ng, AT Luu ICLR 2024, 2024 | 11* | 2024 |
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 | 8 | 2024 |
Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion X Wu, X Dong, L Pan, T Nguyen, AT Luu ACL 2024 Findings, 2024 | 8 | 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, LA Tuan EMNLP 2023 Findings, 2023 | 8 | 2023 |
Are LLMs Good Zero-Shot Fallacy Classifiers? F Pan, X Wu, Z Li, AT Luu EMNLP 2024, 2024 | 7 | 2024 |