HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization Z Deng, H Peng, D He, J Li, PS Yu NAACL-HLT 2021, 2021 | 51 | 2021 |
Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation Z Deng, H Peng, C Xia, J Li, L He, PS Yu COLING 2020, 2020 | 24 | 2020 |
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? BH Kim, Z Deng, PS Yu, V Ganapathi Proceedings of the 13th International Workshop on Health Text Mining and …, 2022 | 8 | 2022 |
Ae-smnsmlc: Multi-label classification with semantic matching and negative label sampling for product attribute value extraction Z Deng, WT Chen, L Chen, SY Philip 2022 IEEE International Conference on Big Data (Big Data), 1816-1821, 2022 | 7 | 2022 |
Neural abstractive summarization for long text and multiple tables S Liu, J Cao, Z Deng, W Zhao, R Yang, Z Wen, SY Philip IEEE Transactions on Knowledge and Data Engineering, 2023 | 5 | 2023 |
Localize, retrieve and fuse: A generalized framework for free-form question answering over tables W Zhao, Y Liu, Y Wan, Y Wang, Z Deng, PS Yu arXiv preprint arXiv:2309.11049, 2023 | 5 | 2023 |
Named entity recognition via machine reading comprehension: a multi-task learning approach Y Wang, W Zhao, Y Wan, Z Deng, PS Yu arXiv preprint arXiv:2309.11027, 2023 | 4 | 2023 |
Llms assist nlp researchers: Critique paper (meta-) reviewing J Du, Y Wang, W Zhao, Z Deng, S Liu, R Lou, HP Zou, PN Venkit, ... arXiv preprint arXiv:2406.16253, 2024 | 2 | 2024 |
Knn-icl: Compositional task-oriented parsing generalization with nearest neighbor in-context learning W Zhao, Y Liu, Y Wan, Y Wang, Q Wu, Z Deng, J Du, S Liu, Y Xu, PS Yu arXiv preprint arXiv:2312.10771, 2023 | 2 | 2023 |
Aspect-based meeting transcript summarization: A two-stage approach with weak supervision on sentence classification Z Deng, S Yoon, T Bui, F Dernoncourt, QH Tran, S Liu, W Zhao, T Zhang, ... 2023 IEEE International Conference on Big Data (BigData), 636-645, 2023 | 1 | 2023 |
Heterogeneous Knowledge Grounding for Medical Question Answering with Retrieval Augmented Large Language Model W Zhao, Z Deng, S Yadav, PS Yu Companion Proceedings of the ACM on Web Conference 2024, 1590-1594, 2024 | | 2024 |
JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction Z Deng, H Peng, T Zhang, S Liu, W Zhao, Y Wang, SY Philip 2023 IEEE International Conference on Big Data (BigData), 1087-1094, 2023 | | 2023 |
Utilizing Graph Neural Network to Predict Next Items in Large-sized Session-based Recommendation Data T Wang*, Z Deng*, HW Chou, L Chen, WT Chen, ... SIGIR eCom'21 Data Challenge Paper, 2021 | | 2021 |
Instructor: Prof. Xinhua Zhang Course Modality: Online only. No in-person meeting (ignore LC C from banner) Z Deng | | 2021 |