| Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder X Wu, C Li, Y Zhu, Y Miao Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020 | 60 | 2020 |
| Fact-Checking Complex Claims with Program-Guided Reasoning L Pan, X Wu, X Lu, AT Luu, WY Wang, MY Kan, P Nakov Proceddings of the Association for Computational Linguistics (ACL) 2023, 2023 | 26 | 2023 |
| Short Text Topic Modeling with Flexible Word Patterns X Wu, C Li 2019 International Joint Conference on Neural Networks (IJCNN), 1-7, 2019 | 21 | 2019 |
| Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning X Wu, AT Luu, X Dong Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 16 | 2022 |
| 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 | 13 | 2020 |
| Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Prediction T Nguyen, X Wu, AT Luu, Z Hai, L Bing Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 11 | 2022 |
| Discovering Topics in Long-tailed Corpora with Causal Intervention X Wu, C Li, Y Miao Findings of the Association for Computational Linguistics (ACL Findings), 2021 | 11 | 2021 |
| Effective neural topic modeling with embedding clustering regularization X Wu, X Dong, TT Nguyen, AT Luu International Conference on Machine Learning, 37335-37357, 2023 | 10 | 2023 |
| InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling X Wu, X Dong, T Nguyen, C Liu, LM Pan, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 37 (11), 13763 …, 2023 | 8 | 2023 |
| A Survey on Neural Topic Models: Methods, Applications, and Challenges X Wu, T Nguyen, AT Luu Artificial Intelligence Review 57 (2), 1-30, 2024 | 4 | 2024 |
| On the affinity, rationality, and diversity of hierarchical topic modeling X Wu, F Pan, T Nguyen, Y Feng, C Liu, CD Nguyen, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 19261 …, 2024 | 2 | 2024 |
| Towards the topmost: A topic modeling system toolkit X Wu, F Pan, AT Luu arXiv preprint arXiv:2309.06908, 2023 | 2 | 2023 |
| 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 Findings of the Association for Computational Linguistics (ACL Findings) 2023, 2023 | 2 | 2023 |
| Neural Topic Modeling with Embedding Clustering Regularization X Wu, X Dong, TT Nguyen, AT Luu | 2 | 2022 |
| 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 Findings of the Association for Computational Linguistics: EMNLP 2023, 3635-3649, 2023 | 1 | 2023 |
| Vision-and-Language Pretraining: Methods, Applications, and Future Challenges T Nguyen, CD Nguyen, X Wu, SK Ng, AT Luu | 1* | 2023 |
| Zero-Shot Text Classification via Self-Supervised Tuning C Liu, W Zhang, G Chen, X Wu, AT Luu, CH Chang, L Bing Findings of the Association for Computational Linguistics (ACL Findings) 2023, 2023 | 1 | 2023 |
| KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning CD Nguyen, T Nguyen, X Wu, AT Luu arXiv preprint arXiv:2403.17486, 2024 | | 2024 |
| READ-PVLA: Recurrent Adapter with Partial Video-Language Alignment for Parameter-Efficient Transfer Learning in Low-Resource Video-Language Modeling T Nguyen, X Wu, X Dong, KM Le, Z Hu, CD Nguyen, SK Ng, AT Luu Proceedings of the AAAI Conference on Artificial Intelligence 38 (17), 18824 …, 2024 | | 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 | | 2024 |
Luu Anh TuanAssistant Professor, Nanyang Technological University, SingaporeVerified email at ntu.edu.sg
