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Zhongfen Deng
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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
342021
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
172020
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
52022
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
42022
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
22023
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
22023
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
22023
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
12023
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
12023
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
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Artikelen 1–12