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2020 – today
- 2025
[j15]Fangfang Li, Jie Jiang, Dafu Tang, Youran Shan, Junwen Duan, Shichao Zhang:
Efficient word segmentation for enhancing Chinese spelling check in pre-trained language model. Knowl. Inf. Syst. 67(1): 603-632 (2025)- [c26]Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang:
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs. COLING 2025: 9278-9298 - [c25]Xincheng Liao, Junwen Duan, Yixi Huang, Jianxin Wang:
RUIE: Retrieval-based Unified Information Extraction using Large Language Model. COLING 2025: 9640-9655 - 2024
- [j14]Junwen Duan, Xincheng Liao, Ying An, Jianxin Wang:
KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt. Big Data Min. Anal. 7(2): 547-560 (2024) - [j13]Junwen Duan, Mingyi Jia, Jianbo Liao, Jian-Xin Wang:
HyperMatch: long-form text matching via hypergraph convolutional networks. Knowl. Inf. Syst. 66(11): 6597-6616 (2024) - [j12]Junwen Duan
, Shuyue Liu, Xincheng Liao, Feng Gong, Hailin Yue, Jianxin Wang:
Chinese EMR Named Entity Recognition Using Fused Label Relations Based on Machine Reading Comprehension Framework. IEEE ACM Trans. Comput. Biol. Bioinform. 21(5): 1143-1153 (2024) - [j11]Junwen Duan, Huai Guo, Han Jiang, Fei Guo, Jian-xin Wang:
Boundary-Aware Dual Biaffine Model for Sequential Sentence Classification in Biomedical Documents. IEEE ACM Trans. Comput. Biol. Bioinform. 21(5): 1202-1210 (2024) - [j10]Fangfang Li, Zhi Liu, Junwen Duan, Xingliang Mao, Heyuan Shi, Shichao Zhang:
Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media. ACM Trans. Knowl. Discov. Data 18(2): 33:1-33:20 (2024) - [c24]Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu:
Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization. AAAI 2024: 13927-13935 - [c23]Quan Yan, Junwen Duan, Jianxin Wang:
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering. ACL (Findings) 2024: 5378-5389 - [c22]Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang:
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction. EMNLP 2024: 11734-11745 - [i8]Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang:
medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs. CoRR abs/2406.14326 (2024) - [i7]Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang:
Cross-Modality Safety Alignment. CoRR abs/2406.15279 (2024) - [i6]Xincheng Liao, Junwen Duan, Yixi Huang, Jian-Xin Wang:
RUIE: Retrieval-based Unified Information Extraction using Large Language Model. CoRR abs/2409.11673 (2024) - [i5]Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang:
MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction. CoRR abs/2410.03531 (2024) - 2023
- [j9]Mingliang Dou, Jiaqi Ding, Genlang Chen, Junwen Duan, Fei Guo, Jijun Tang:
IK-DDI: a novel framework based on instance position embedding and key external text for DDI extraction. Briefings Bioinform. 24(3) (2023) - [j8]Xuehong Wu, Junwen Duan, Yi Pan, Min Li:
Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications. Big Data Min. Anal. 6(2): 201-217 (2023) - [j7]Min Zeng, Yifan Wu, Yiming Li, Rui Yin, Chengqian Lu, Junwen Duan, Min Li:
LncLocFormer: a Transformer-based deep learning model for multi-label lncRNA subcellular localization prediction by using localization-specific attention mechanism. Bioinform. 39(12) (2023) - [j6]Ying Yu, Tian Qiu, Junwen Duan, Jian-Xin Wang:
Multigranularity Label Prediction Model for Automatic International Classification of Diseases Coding in Clinical Text. J. Comput. Biol. 30(8): 900-911 (2023) - [c21]Junwen Duan, Fangyuan Wei, Jin Liu, Hongdong Li, Tianming Liu, Jianxin Wang:
CDA: A Contrastive Data Augmentation Method for Alzheimer's Disease Detection. ACL (Findings) 2023: 1819-1826 - [c20]Jianbo Liao, Mingyi Jia, Junwen Duan, Jianxin Wang:
FBC: Fusing Bi-Encoder and Cross-Encoder for Long-Form Text Matching. ECAI 2023: 1473-1480 - [c19]Fangfang Li, Puzhen Su, Junwen Duan, Weidong Xiao:
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information. EMNLP (Findings) 2023: 9470-9480 - [c18]Junwen Duan, Han Jiang, Ying Yu:
MHLAT: Multi-Hop Label-Wise Attention Model for Automatic ICD Coding. ICASSP 2023: 1-5 - [c17]Jin Liu, Qian Bi, Ping Zhong, Hong-Dong Li, Fei Guo, Junwen Duan:
Training Methods of Innovative Talents in Medical Imaging Informatics Under the Background of New Engineering. ICCSE (3) 2023: 30-36 - [c16]Junwen Duan, Fei Guo, Jin Liu, Hongdong Li:
Enhancing Database Principles Teaching with ChatGPT-Like Language Models. ICCSE (1) 2023: 295-300 - [i4]Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu:
Breaking the Complexity Barrier in Compositional Minimax Optimization. CoRR abs/2308.09604 (2023) - [i3]Junwen Duan, Han Jiang, Ying Yu:
MHLAT: Multi-hop Label-wise Attention Model for Automatic ICD Coding. CoRR abs/2309.08868 (2023) - [i2]Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang:
You Only Forward Once: Prediction and Rationalization in A Single Forward Pass. CoRR abs/2311.02344 (2023) - 2022
- [j5]Fangfang Li, Yiheng Lu, Xingliang Mao, Junwen Duan, Xiyao Liu:
Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching. Neural Comput. Appl. 34(11): 8919-8931 (2022) - [c15]Junwen Duan, Huai Guo, Min Zeng, Jianxin Wang:
ASNet: An Adversarial Sparse Network for Multi-task Biomedical Named Entity Recognition. BIBM 2022: 416-421 - [c14]Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, Minlie Huang:
WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check. EMNLP (Findings) 2022: 1179-1188 - [c13]Ying Yu, Junwen Duan, Han Jiang, Jian-Xin Wang:
Automatic ICD Coding Based on Multi-granularity Feature Fusion. ISBRA 2022: 19-29 - [c12]Shuyue Liu, Junwen Duan, Feng Gong, Hailin Yue, Jianxin Wang:
Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension. ISBRA 2022: 41-51 - 2021
- [j4]Xiao Ding, Jihao Shi, Junwen Duan, Bing Qin, Ting Liu:
Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process. Sci. China Inf. Sci. 64(9) (2021) - [c11]Xuehong Wu, Junwen Duan, Jianhua Li, Min Li:
nPTAS: A Novel Platform for Text Annotation and Service. BIBM 2021: 544-549 - [c10]Zohair Ahmed, Junwen Duan, Fang-Xiang Wu, Jianxin Wang:
EFCA: An Extended Formal Concept Analysis Method for Aspect Extraction in Healthcare Informatics. BIBM 2021: 1241-1244
2010 – 2019
- 2019
- [j3]Junwen Duan, Xiao Ding, Yue Zhang, Ting Liu:
TEND: A Target-Dependent Representation Learning Framework for News Document. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2313-2325 (2019) - [c9]Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan:
Event Representation Learning Enhanced with External Commonsense Knowledge. EMNLP/IJCNLP (1) 2019: 4893-4902 - [i1]Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan:
Event Representation Learning Enhanced with External Commonsense Knowledge. CoRR abs/1909.05190 (2019) - 2018
- [c8]Junwen Duan, Yue Zhang, Xiao Ding, Ching-Yun Chang, Ting Liu:
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction. COLING 2018: 2823-2833 - [c7]Junwen Duan, Xiao Ding, Ting Liu:
Learning Sentence Representations over Tree Structures for Target-Dependent Classification. NAACL-HLT 2018: 551-560 - 2017
- [j2]Junwen Duan, Xiao Ding, Ting Liu:
A Gaussian copula regression model for movie box-office revenues prediction. Sci. China Inf. Sci. 60(9): 092103:1-092103:14 (2017) - 2016
- [c6]Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan:
Knowledge-Driven Event Embedding for Stock Prediction. COLING 2016: 2133-2142 - 2015
- [j1]Junwen Duan, Yiheng Chen, Ting Liu, Xiao Ding:
Mining Intention-Related Products on Online Q&A Community. J. Comput. Sci. Technol. 30(5): 1054-1062 (2015) - [c5]Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie:
Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network. AAAI 2015: 2389-2395 - [c4]Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan:
Deep Learning for Event-Driven Stock Prediction. IJCAI 2015: 2327-2333 - [c3]Junwen Duan, Xiao Ding, Ting Liu:
A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media. SMP 2015: 28-37 - 2014
- [c2]Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan:
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation. EMNLP 2014: 1415-1425 - [c1]Junwen Duan, Xiao Ding, Ting Liu:
Mining Intention-Related Products on Online Q&A Community. SMP 2014: 13-24
Coauthor Index
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