Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity Y Xiong, S Chen, H Qin, H Cao, Y Shen, X Wang, Q Chen, J Yan, B Tang BMC medical informatics and decision making 20, 1-7, 2020 | 29 | 2020 |
Cohort selection for clinical trials using hierarchical neural network Y Xiong, X Shi, S Chen, D Jiang, B Tang, X Wang, Q Chen, J Yan Journal of the American Medical Informatics Association 26 (11), 1203-1208, 2019 | 28 | 2019 |
Extracting entities with attributes in clinical text via joint deep learning X Shi, Y Yi, Y Xiong, B Tang, Q Chen, X Wang, Z Ji, Y Zhang, H Xu Journal of the American Medical Informatics Association 26 (12), 1584-1591, 2019 | 27 | 2019 |
A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text Y Xiong, Z Wang, D Jiang, X Wang, Q Chen, H Xu, J Yan, B Tang BMC medical informatics and decision making 19, 179-184, 2019 | 24 | 2019 |
A joint model for medical named entity recognition and normalization Y Xiong, Y Huang, Q Chen, X Wang, Y Nic, B Tang Proceedings http://ceur-ws. org ISSN 1613 (0073), 17, 2020 | 23 | 2020 |
Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network Y Xiong, H Peng, Y Xiang, KC Wong, Q Chen, J Yan, B Tang Journal of Biomedical Informatics 128, 104035, 2022 | 21 | 2022 |
A deep learning-based system for PharmaCoNER Y Xiong, Y Shen, Y Huang, S Chen, B Tang, X Wang, Q Chen, J Yan, ... Proceedings of the 5th workshop on BioNLP open shared tasks, 33-37, 2019 | 18 | 2019 |
Using character-level and entity-level representations to enhance bidirectional encoder representation from transformers-based clinical semantic textual similarity model … Y Xiong, S Chen, Q Chen, J Yan, B Tang JMIR Medical Informatics 8 (12), e23357, 2020 | 12 | 2020 |
A study on automatic generation of Chinese discharge summary Y Xiong, B Tang, Q Chen, X Wang, J Yan 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 9 | 2019 |
Document-level medical relation extraction via edge-oriented graph neural network based on document structure and external knowledge T Li, Y Xiong, X Wang, Q Chen, B Tang BMC Medical Informatics and Decision Making 21 (Suppl 7), 368, 2021 | 6 | 2021 |
Improving deep learning method for biomedical named entity recognition by using entity definition information Y Xiong, S Chen, B Tang, Q Chen, X Wang, J Yan, Y Zhou Bmc Bioinformatics 22, 1-13, 2021 | 6 | 2021 |
A unified machine reading comprehension framework for cohort selection Y Xiong, W Peng, Q Chen, Z Huang, B Tang IEEE Journal of Biomedical and Health Informatics 26 (1), 379-387, 2021 | 6 | 2021 |
Overview of CHIP 2022 shared task 5: clinical diagnostic coding G Luo, B Kang, H Peng, Y Xiong, Z Lin, B Tang China Health Information Processing Conference, 177-184, 2022 | 5 | 2022 |
Novel Graph-Based Model With Biaffine Attention for Family History Extraction From Clinical Text: Modeling Study K Zhan, W Peng, Y Xiong, H Fu, Q Chen, X Wang, B Tang JMIR medical informatics 9 (4), e23587, 2021 | 4 | 2021 |
ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion S Wu, Y Xiong, CUI Yufei, X Liu, B Tang, TW Kuo, CJ Xue The Twelfth International Conference on Learning Representations, 2024 | 2* | 2024 |
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation Y Xiong, X Yang, L Liu, KC Wong, Q Chen, Y Xiang, B Tang Findings of the Association for Computational Linguistics: EMNLP 2023, 8760-8771, 2023 | 2 | 2023 |
Drug knowledge discovery via multi-task learning and pre-trained models D Li, Y Xiong, B Hu, B Tang, W Peng, Q Chen BMC Medical Informatics and Decision Making 21 (Suppl 9), 251, 2021 | 2 | 2021 |
Hitsz-icrc: A report for smm4h shared task 2020-automatic classification of medications and adverse effect in tweets X Zhao, Y Xiong, B Tang Proceedings of the Fifth Social Media Mining for Health Applications …, 2020 | 2 | 2020 |
Biomedical named entity normalization via interaction-based synonym marginalization H Peng, Y Xiong, Y Xiang, H Wang, H Xu, B Tang Journal of Biomedical Informatics 136, 104238, 2022 | 1 | 2022 |
Using knowledge-based pretrained language model for mining drug and chemical-protein interactions Q Li, Y Xiong, J Hu, B Tang Proceedings of the BioCreative VII Challenge Evaluation Workshop, 63-66, 2021 | 1 | 2021 |