Junwen Duan

According to our database, Junwen Duan authored at least 44 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

RUIE: Retrieval-based Unified Information Extraction using Large Language Model.

Xincheng Liao, Junwen Duan, Yixi Huang, Jianxin Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs.

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

HyperMatch: long-form text matching via hypergraph convolutional networks.

Junwen Duan, Mingyi Jia, Jianbo Liao, Jian-Xin Wang

Knowl. Inf. Syst., November, 2024

Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media.

Fangfang Li, Zhi Liu, Junwen Duan, Xingliang Mao, Heyuan Shi, Shichao Zhang

ACM Trans. Knowl. Discov. Data, February, 2024

Chinese EMR Named Entity Recognition Using Fused Label Relations Based on Machine Reading Comprehension Framework.

Junwen Duan, Shuyue Liu, Xincheng Liao, Feng Gong, Hailin Yue, Jianxin Wang

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Boundary-Aware Dual Biaffine Model for Sequential Sentence Classification in Biomedical Documents.

Junwen Duan, Huai Guo, Han Jiang, Fei Guo, Jian-xin Wang

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Cross-Modality Safety Alignment.

Siyin Wang, Xingsong Ye, Qinyuan Cheng, Junwen Duan, Shimin Li, Jinlan Fu, Xipeng Qiu, Xuanjing Huang

CoRR, 2024

medIKAL: Integrating Knowledge Graphs as Assistants of LLMs for Enhanced Clinical Diagnosis on EMRs.

Mingyi Jia, Junwen Duan, Yan Song, Jianxin Wang

CoRR, 2024

KeyEE: Enhancing Low-Resource Generative Event Extraction with Auxiliary Keyword Sub-Prompt.

Junwen Duan, Xincheng Liao, Ying An, Jianxin Wang

Big Data Min. Anal., 2024

MARE: Multi-Aspect Rationale Extractor on Unsupervised Rationale Extraction.

Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering.

Quan Yan, Junwen Duan, Jianxin Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization.

Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

LncLocFormer: a Transformer-based deep learning model for multi-label lncRNA subcellular localization prediction by using localization-specific attention mechanism.

Min Zeng, Yifan Wu, Yiming Li, Rui Yin, Chengqian Lu, Junwen Duan, Min Li

Bioinform., December, 2023

Multigranularity Label Prediction Model for Automatic International Classification of Diseases Coding in Clinical Text.

Ying Yu, Tian Qiu, Junwen Duan, Jian-Xin Wang

J. Comput. Biol., August, 2023

Medical Knowledge Graph: Data Sources, Construction, Reasoning, and Applications.

Xuehong Wu, Junwen Duan, Yi Pan, Min Li

Big Data Min. Anal., June, 2023

IK-DDI: a novel framework based on instance position embedding and key external text for DDI extraction.

Mingliang Dou, Jiaqi Ding, Genlang Chen, Junwen Duan, Fei Guo, Jijun Tang

Briefings Bioinform., May, 2023

You Only Forward Once: Prediction and Rationalization in A Single Forward Pass.

Han Jiang, Junwen Duan, Zhe Qu, Jianxin Wang

CoRR, 2023

Breaking the Complexity Barrier in Compositional Minimax Optimization.

Jin Liu, Xiaokang Pan, Junwen Duan, Hongdong Li, Youqi Li, Zhe Qu

CoRR, 2023

Training Methods of Innovative Talents in Medical Imaging Informatics Under the Background of New Engineering.

Jin Liu, Qian Bi, Ping Zhong, Hong-Dong Li, Fei Guo, Junwen Duan

Proceedings of the Computer Science and Education. Educational Digitalization, 2023

Enhancing Database Principles Teaching with ChatGPT-Like Language Models.

Junwen Duan, Fei Guo, Jin Liu, Hongdong Li

Proceedings of the Computer Science and Education. Computer Science and Technology, 2023

MHLAT: Multi-Hop Label-Wise Attention Model for Automatic ICD Coding.

Junwen Duan, Han Jiang, Ying Yu

Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information.

Fangfang Li, Puzhen Su, Junwen Duan, Weidong Xiao

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

FBC: Fusing Bi-Encoder and Cross-Encoder for Long-Form Text Matching.

Jianbo Liao, Mingyi Jia, Junwen Duan, Jianxin Wang

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

CDA: A Contrastive Data Augmentation Method for Alzheimer's Disease Detection.

Junwen Duan, Fangyuan Wei, Jin Liu, Hongdong Li, Tianming Liu, Jianxin Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching.

Fangfang Li, Yiheng Lu, Xingliang Mao, Junwen Duan, Xiyao Liu

Neural Comput. Appl., 2022

Automatic ICD Coding Based on Multi-granularity Feature Fusion.

Ying Yu, Junwen Duan, Han Jiang, Jian-Xin Wang

Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022

Fusing Label Relations for Chinese EMR Named Entity Recognition with Machine Reading Comprehension.

Shuyue Liu, Junwen Duan, Feng Gong, Hailin Yue, Jianxin Wang

Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022

WSpeller: Robust Word Segmentation for Enhancing Chinese Spelling Check.

Fangfang Li, Youran Shan, Junwen Duan, Xingliang Mao, Minlie Huang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

ASNet: An Adversarial Sparse Network for Multi-task Biomedical Named Entity Recognition.

Junwen Duan, Huai Guo, Min Zeng, Jianxin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

2021

Quantifying the effects of long-term news on stock markets on the basis of the multikernel Hawkes process.

Xiao Ding, Jihao Shi, Junwen Duan, Bing Qin, Ting Liu

Sci. China Inf. Sci., 2021

nPTAS: A Novel Platform for Text Annotation and Service.

Xuehong Wu, Junwen Duan, Jianhua Li, Min Li

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

EFCA: An Extended Formal Concept Analysis Method for Aspect Extraction in Healthcare Informatics.

Zohair Ahmed, Junwen Duan, Fang-Xiang Wu, Jianxin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2019

TEND: A Target-Dependent Representation Learning Framework for News Document.

Junwen Duan, Xiao Ding, Yue Zhang, Ting Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Event Representation Learning Enhanced with External Commonsense Knowledge.

Xiao Ding, Kuo Liao, Ting Liu, Zhongyang Li, Junwen Duan

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Learning Sentence Representations over Tree Structures for Target-Dependent Classification.

Junwen Duan, Xiao Ding, Ting Liu

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction.

Junwen Duan, Yue Zhang, Xiao Ding, Ching-Yun Chang, Ting Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

A Gaussian copula regression model for movie box-office revenues prediction.

Junwen Duan, Xiao Ding, Ting Liu

Sci. China Inf. Sci., 2017

2016

Knowledge-Driven Event Embedding for Stock Prediction.

Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan

Proceedings of the COLING 2016, 2016

2015

Mining Intention-Related Products on Online Q&A Community.

Junwen Duan, Yiheng Chen, Ting Liu, Xiao Ding

J. Comput. Sci. Technol., 2015

A Gaussian Copula Regression Model for Movie Box-office Revenue Prediction with Social Media.

Junwen Duan, Xiao Ding, Ting Liu

Proceedings of the Social Media Processing - 4th National Conference, 2015

Deep Learning for Event-Driven Stock Prediction.

Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network.

Xiao Ding, Ting Liu, Junwen Duan, Jian-Yun Nie

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Mining Intention-Related Products on Online Q&A Community.

Junwen Duan, Xiao Ding, Ting Liu

Proceedings of the Social Media Processing - Third National Conference, 2014

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation.

Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014