Short Bio
Associate Professor
Natural Language Processing Lab
School of Computer Science and Technology, Soochow University, China
Email: wangzq.antony [at] gmail.com
Education
- B.Sc. in Computer Science (2005-2009), Huaiyin Normal University
- M.Sc. in Computer Science (2009-2012), Soochow University, supervised by Prof. Qiaoming Zhu, and co-supervised with Prof. Shoushan Li and Prof. Peifeng Li [Thesis]
- Ph.D. in Computer Science (2012-2016), Soochow University supervised by Prof. Guodong Zhou, and co-supervised with Prof. Shoushan Li (Passed the defence in Dec 2015 and Ph.D. degree conferred in Oct 2016) [Thesis]
Experience
- Research Associate (Nov. 2014-May. 2015), at The Hong Kong Polytechnic University with Dr. Sophia Yat Mei Lee
- Postdoctoral Research Fellow (Apr. 2016-Apr. 2017), at Singapore University of Technology and Design with Dr. Yue Zhang
Research
- Information Extraction
- Sentiment and Emotion Analysis
- Text Generation
Services
- Area Chair: ARR Action Editor(2023~), IJCAI 2021(SPC), AAAI 2022(SPC), EMNLP 2021, COLING 2022.
- Reviewer: ACL (2017-2023), IJCAI (2018-2024), AAAI (2019-2022), EMNLP (2015-2023), NAACL (2016-2024), COLING (2018-2024).
Major Publication
(* - Corrsponding Author)
2024
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[ACL'24]
- Yanzhi Xu, Yueying Hua, Shichen Li and Zhongqing Wang*. Exploring Chain-of-Thought for Multi-modal Metaphor Identification. In Proceeding of ACL-24. [ACL'24]
- Xiaotong Jiang, Zhongqing Wang* and Guodong Zhou. End-to-End Emotion Semantic Parsing. In Proceeding of ACL-24. [ACL'24]
- Tianlai Ma, Zhongqing Wang* and Guodong Zhou. Transition-based Opinion Generation for Aspect-based Sentiment Analysis. In Proceeding of ACL-24. [COLING'24]
- Shichen Li, Zhongqing Wang*, Yanzhi Xu and Guodong Zhou. Structure-aware Generation Model for Cross-Domain Aspect-based Sentiment Classification. In Proceeding of COLING-24. [TASLP]
- Xiaotong Jiang, Peiwen You, Chen Chen, Zhongqing Wang*, Guodong Zhou. Exploring Scope Detection for Aspect-Based Sentiment Analysis. IEEE ACM Trans. Audio Speech Lang. Process. 32: 83-94 (2024). [TASLP]
- Xiaotong Jiang, Ruirui Bai, Zhongqing Wang*, Guodong Zhou. Cross-Domain Aspect-Based Sentiment Classification With Tripartite Graph Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 32: 1623-1635 (2024).
2023
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[EMNLP'23]
- Kun Sheng, Zhongqing Wang*, Qingqing Zhao, Xiaotong Jiang and Guodong Zhou. A Unified Framework for Synaesthesia Analysis. In Proceeding of EMNLP-23. [EMNLP'23]
- Xiaoyi Bao, Zhongqing Wang* and Guodong Zhou. Exploring Graph Pre-training for Aspect-based Sentiment Analysis. In Proceeding of EMNLP-23. [ACL'23]
- Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang*, Yue Zhang, Guodong Zhou. Opinion Tree Parsing for Aspect-based Sentiment Analysis. In Proceeding of ACL-23.
2022
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[EMNLP'22]
- Xiaotong Jiang, Zhongqing Wang* and Guodong Zhou . Semantic Simplification for Sentiment Classification. In Proceeding of EMNLP-22. [EMNLP'22]
- Xiabing Zhou, Renjie Feng, Xiaotong Jiang and Zhongqing Wang*. Exploring Logographic Image for Chinese Aspect-based Sentiment Classification. In Proceeding of EMNLP-22. [EMNLP'22]
- Shichen Li, Zhongqing Wang*, Xiaotong Jiang and Guodong Zhou. Cross-Domain Sentiment Classification using Semantic Representation. In Proceeding of EMNLP-22. [IJCAI'22]
- Xiaoyi Bao, Zhongqing Wang*, Xiaotong Jiang, Rong Xiao, and Shoushan Li. Aspect-based Sentiment Analysis with Opinion Tree Generation. In Proceeding of IJCAI-22. [ACL'22]
- Xiaotong Jiang, Qingqing Zhao, Yunfei Long, and Zhongqing Wang*. Chinese Synesthesia Detection: New Dataset and Models. In Proceeding of ACL-22. [ACL'22]
- Chenhua Chen, Zhiyang Teng, Zhongqing Wang, and Yue Zhang. Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis. In Proceeding of ACL-22. [TALLIP]
- Mengyu Guan, Zhongqing Wang*, and Guodong Zhou. Response Generation via Structure-Aware Constraints. TALLIP.
2021
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[Science China]
- Xiabing Zhou, Zhongqing Wang*, Min Zhou, Qifa Wang, Shoushan Li, Min Zhang, Guodong Zhou. Sentiment classification via user and product interactive modeling. Sci. China Inf. Sci. 64(12) (2021)
2020
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[COLING'20]
- Zhongqing Wang, Xiujun Zhu, Yue Zhang, Shoushan Li, and Guodong Zhou. Sentiment Forecasting in Dialog. In Proceeding of COLING-20. [pdf] [EMNLP'20]
- Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang*, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang and Luo Si. Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. In Proceeding of EMNLP-20. [pdf] [JOS]
- Fan Wu, Zhongqing Wang*, Xiabing Zhou, and Guodong Zhou. Joint Model for Sentiment Analysis and Review Quality Detection with User and Product Representations. Journal of Software (Chinese). [pdf] [TALLIP]
- Ruirui Bai, Zhongqing Wang*, Fang Kong, Shoushan Li, Guodong Zhou. Neural Co-training for Sentiment Classification with Product Attributes. ACM TALLIP [SCI]. [pdf] [TASLP]
- Zhongqing Wang, Qingying Sun, Shoushan Li, Qiaoming Zhu, and Guodong Zhou. Neural Stance Detection with Hierarchical Linguistic Representations. IEEE TASLP [SCI, IF=3.53]. [pdf]
2019
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[EMNLP'19]
- Xiabing Zhou, Zhongqing Wang*, Shoushan Li, Guodong Zhou, and Min Zhang. Emotion Detection with Neural Personal Discrimination. In Proceeding of EMNLP-19. [pdf] [poster] [slides] [FCS]
- Qingying Sun, Zhongqing Wang, Shoushan Li, Qiaoming Zhu, and Guodong Zhou. Stance Detection via Sentiment Information and Neural Network Model. Frontiers of Computer Science, Vol.13(1):127-128 [SCI, IF=1.13]. [pdf]
2018
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[COLING'18]
- Qingying Sun, Zhongqing Wang*, Qiaoming Zhu, and Guodong Zhou. Stance Detection with Hierarchical Attention Network. In Proceeding of COLING-18. [pdf]
2017
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[EMNLP'17]
- Zhongqing Wang, Yue Zhang, and Ching-Yun Chang. Integrating Order Information and Event Relation for Script Event Prediction. In Proceeding of EMNLP-17. [pdf] [slides] [EMNLP'17]
- Zhongqing Wang, and Yue Zhang. Opinion Recommendation Using A Neural Model. In Proceeding of EMNLP-17. [pdf] [slides] [arXiv] [IJCAI'17]
- Zhongqing Wang, and Yue Zhang. DDoS Event Forecasting using Twitter Data. In Proceeding of IJCAI-17. [pdf] [slides] [poster] [IJCAI'17]
- Zhongqing Wang, and Yue Zhang. A Neural Model for Joint Event Detection and Summarization. In Proceeding of IJCAI-17. [pdf] [slides] [poster] [JOS]
- Zhongqing Wang, Shoushan Li, and Guodong Zhou. Personal Group Recommendation via Textual and Social Information. Journal of Software (Chinese). [link] [TASLP]
- Zhongqing Wang, Sophia Lee, Shoushan Li, and Guodong Zhou. Emotion Analysis in Code-Switching Text with Joint Factor Graph Model. Transactions on Audio, Speech and Language Processing [SCI], 2017, 03. [DOI]
2016
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[COLING'16]
- Zhongqing Wang, Yue Zhang, Sophia Lee, Shoushan Li, and Guodong Zhou. A Bilingual Attention Network for Code-switched Emotion Prediction. In Proceeding of COLING-2016. [pdf] [FCS]
- Zhongqing Wang, Shoushan Li, and Guodong Zhou. Personal Summarization from Profile Networks. Frontiers of Computer Science [SCI]. [DOI] [ECIR'16]
- Yu Xu, M.Rami Ghorab, Zhongqing Wang, Dong Zhou and Séamus Lawless. Do Your Social Profiles Reveal What Languages You Speak? Language Inference From Social Media Profiles. In Proceeding of ECIR-2016.
2015
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[ACL'15]
- Zhongqing Wang, Sophia Lee, Shoushan Li, and Guodong Zhou. Emotion Detection in Code-switching Texts via Bilingual and Sentimental Information. In Proceeding of ACL-2015 (short). [pdf] [poster] [code] [sample-data] [SIGHAN'15]
- Sophia Lee, and Zhongqing Wang. Emotion in Code-switching Texts: Corpus Construction and Analysis. In Proceeding of SIGHAN-2015. [pdf] [poster] [sample-data]
2014
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[COLING'14]
- Zhongqing Wang, Shoushan Li, Hanxiao Shi, and Guodong Zhou. Skill Inference with Personal and Skill Connections. In Proceeding of COLING-2014. [pdf] [poster] [code] [corpus] [NLP&CC'14]
- Zhongqing Wang, Liyuan Lin, Shoushan Li and Guodong Zhou. Random Walks for Opinion Summarization on Conversations. In Proceeding of NLPCC-2014, poster paper. [pdf]
2013
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[EMNLP'13]
- Zhongqing Wang, Shoushan Li, Kong Fang, and Guodong Zhou. Collective Personal Profile Summarization with Social Networks. In Proceeding of EMNLP-2013. [pdf] [poster] [code] [corpus] [IJCAI'13]
- Shoushan Li, Yunxia Xue Zhongqing Wang, and Guodong Zhou. Active Learning for Cross-domain Sentiment Classification. In Proceeding of IJCAI-2013. [pdf] [poster]
Before 2013
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[SIGHAN'12]
- Yan Fang, Zhongqing Wang, Shoushan Li, Zhongguo Li, Richen Xu and Leixin Cai. Soochow University Word Segmenter for SIGHAN 2012 Bakeoff. In Proceeding of CIPS-SIGHAN-2012 Micro-blog word segmentation bakeoff. (The Second Rank) [pdf] [YCCL'12]
- Wei Gao, Zhongqing Wang, and Shoushan Li. Ensemble Learning in Semi-supervised Sentiment Classificaiton. In Proceeding of YCCL-2012 (Chinese). (Best Paper Award) [JOCIP]
- Zhongqing Wang, Shoushan Li, Qiaoming Zhu, Peifeng Li and Guodong Zhou, Chinese Sentiment Classification on Imbalanced Data Distribution. Journal of Chinese Information Processing (Chinese). vol.3. 2012. [COAE'11]
- Zhongqing Wang, Rongyang Wang, Lei Pang, Daming Dai, Shengfeng Ju, Yan Su and Shoushan Li. Technical Report on Suda_SAM_OMS Sentiment Analysis System. In Proceedings of The Third Chinese Opinion Analysis Evaluation (COAE-2011). 2011. (The First Rank) [IALP'11]
- Zhongqing Wang, Shoushan Li, Guodong Zhou, Peifeng Li and Qiaoming Zhu.Imbalanced Sentiment Classification with Multi-Strategy Ensemble Learning. In Proceedings of IALP-2011. [pdf] [code] [CIKM'11]
- Shoushan Li, Guodong Zhou, Zhongqing Wang, Sophia Yat Mei Lee and Rongyang Wang. Imbalanced Sentiment Classification. In Proceedings of CIKM-2011, poster paper. [pdf] [IJCAI'11]
- Shoushan Li, Zhongqing Wang, Guodong Zhou and Sophia Yat Mei Lee. Semi-supervised Learning for Imbalanced Sentiment Classification. In Proceedings of IJCAI-2011. [pdf] [code] [corpus]