| Transformers-based information extraction with limited data for domain-specific business documents MT Nguyen, DT Le, L Le Engineering Applications of Artificial Intelligence 97, 104100, 2021 | 45 | 2021 |
| Transfer learning for information extraction with limited data MT Nguyen, VA Phan, LT Linh, NH Son, LT Dung, M Hirano, H Hotta Computational Linguistics: 16th International Conference of the Pacific …, 2020 | 21 | 2020 |
| Loss-based active learning for named entity recognition L Le, MT Nguyen, G Zuccon, G Demartini 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 13 | 2021 |
| AURORA: An Information Extraction System of Domain-specific Business Documents with Limited Data MT Nguyen, DT Le, DHT Le Thai Linh, BCM Duong, NH Son, NH Phong, ... CIKM2020, 0 | 8* | |
| Active learning with feature matching for clinical named entity recognition L Le, G Demartini, G Zuccon, G Zhao, X Zhang Natural Language Processing Journal 4, 100015, 2023 | 6 | 2023 |
| Understanding transformers for information extraction with limited data MT Nguyen, DT Le, NH Son, BC Minh Proceedings of the 34th Pacific Asia Conference on Language, Information and …, 2020 | 6 | 2020 |
| Information extraction of domain-specific business documents with limited data MT Nguyen, DT Le, NH Son, BC Minh, A Shojiguchi 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 5 | 2021 |
| Sentence compression as deletion with contextual embeddings MT Nguyen, CM Bui, DT Le, TL Le International conference on computational collective intelligence, 427-440, 2020 | 5 | 2020 |
| Gain more with less: Extracting information from business documents with small data MT Nguyen, NH Son, L Linh Expert Systems with Applications 215, 119274, 2023 | 4 | 2023 |
| EEG-SM: Leveraging State-Space Model for Dementia Detection T Tran, QT Nguyen, L Le, T Do, CT Lin International Joint Conferences on Artificial Intelligence (IJCAI), 2024 | 2 | 2024 |
| Colal: Co-learning active learning for text classification L Le, G Zhao, X Zhang, G Zuccon, G Demartini Proceedings of the AAAI Conference on Artificial Intelligence 38 (12), 13337 …, 2024 | 2 | 2024 |
| FairAD-XAI: Evaluation Framework for Explainable AI Methods in Alzheimer's Disease Detection with Fairness-in-the-loop QT Nguyen, L Le, XT Tran, T Do, CT Lin Companion of the 2024 on ACM International Joint Conference on Pervasive and …, 2024 | 1 | 2024 |
| Leveraging Semantic Type Dependencies for Medical Named Entity Recognition L Le, G Zuccon, G Demartini, G Zhao, X Zhang AMIA Annual Symposium 2022, 2022 | 1 | 2022 |
| Representation Engineering for Large-Language Models: Survey and Research Challenges L Bartoszcze, S Munshi, B Sukidi, J Yen, Z Yang, D Williams-King, L Le, ... arXiv preprint arXiv:2502.17601, 2025 | | 2025 |
| EEG-Based Contrastive Learning Models For Object Perception Using Multisensory Image-Audio Stimuli L Le, T Do, CT Lin BCIMM’24 2000, 39, 2024 | | 2024 |
| Can Safety Fine-Tuning Be More Principled? Lessons Learned from Cybersecurity D Williams-King, L Le, Y Bengio NeurIPS, 2024 | | 2024 |
| Stochastic Featurization for Active Learning L Le, T Nguyen, G Zhao, Z Xia, G Zuccon, G Demartini Trustworthy Artificial Intelligence for Healthcare: TAI4H, IJCAI 2024, Jeju …, 2024 | | 2024 |
| MELArt: A Multimodal Entity Linking Dataset for Art A Sierra-Múnera, L Le, G Demartini, R Krestel Transactions on Graph Data and Knowledge 2 (2), 8: 1-8: 22, 2024 | | 2024 |
