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Institute: Guangdong Institute of Smart Education, Jinan University (JNU)
Address: No.601, West Huangpu Avenue, Guangzhou
Email: yangzw18 (AT) mails.jlu.edu.cn, yangzhiwei.vip (AT) foxmail.com
Research Interest: Smart Education, Information Extraction and Rumor Detection
Academic Services:
Area Chair:
ACL25
Reviewer:
TNNLS, TKDE, TIST, IPM, Neural Networks, Neurocomputing, Natural Language Engineering
WWW25, ACL24/25, AAAI 25, SIGIR 22, SIGKDD 22, NAACL, AISTAT, CIKM, KSEM, NLPCC
Volunteer:
SIGIR 2020
The 1st Future Science Forum, JiLin University
Member:
Asian Federation of Natural Language Processing
Publications: (* for corresponding authors)
The Imitation Game revisited: A comprehensive survey on recent advances in AI-generated text detection (SCI-I) [PDF] [Cite]
Zhiwei Yang, Zhengjie Feng, Rongxin Huo, Huiru Lin, Hanghan Zheng, Ruichi Nie, Hongrui Chen
Expert Systems With Applications
Local-Global Cascaded Ensemble Learning on Hybrid Experts for Knowledge Concept Tagging
Zhiwei Yang, Jiahua Yang, Longtao Wang, Rongxin Huo, Huiru Lin, Yuxuan Zhou and Weiqi Luo
AIED 2025: International Conference on Artificial Intelligence in Education
CoTea: Collaborative Teaching for Low-resource Named Entity Recognition with A Divide-and-Conquer Strategy (SCI-I)
Zhiwei Yang, Jing Ma, Kang Yang, Huiru Lin, Hechang Chen, Ruichao Yang, and Yi Chang
Information Processing & Management
Towards low-resource rumor detection: Unified contrastive transfer with propagation structure (SCI-II)
Hongzhan Lin, Jing Ma*, Ruichao Yang, Zhiwei Yang*, Mingfei Cheng
Neurocomputing
Uncertainty-Aware Contrastive Learning for Semi-supervised Named Entity Recognition (SCI-I)
Kang Yang, Zhiwei Yang*, Songwei Zhao, Zhejian Yang, Sinuo Zhang, Hechang Chen
Knowledge-based System
Explainable Fake News Detection With Large Language Model via Defense Among Competing Wisdom
Bo Wang, Jing Ma, Hongzhan Lin, Zhiwei Yang, Ruichao Yang, Yuan Tian, Yi Chang
WWW 2024: The Web Conference 2024, May 2024, Singapore.
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom (CCF B)
Ruichao Yang, Wei Gao, Jing Ma, Hongzhan Lin, Zhiwei Yang
EMNLP 2023: The 2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapore.
The Sufficiency of Off-Policyness and Soft Clipping: PPO is still Insufficient according to an Off-Policy Measure. (CCF A)
Xing Chen, Dongcui Diao, Hechang Chen, Hengshuai Yao, Haiyin Piao, Zhixiao Sun, Zhiwei Yang, Randy Goebel, Bei Jiang, Yi Chang.
AAAI 2023: The 37th AAAI Conference on Artificial Intelligence (AAAI’23), Washington, DC, USA
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection（CCF-B）(Star Git) [PDF]
Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang
COLING 2022：The 29th International Conference on Computational Linguistics
October 12-17, 2022 Gyeongju, Republic of Korea
Context-aware Attentive Multi-level Feature Fusion for Named Entity Recognition (SCI-I)
Zhiwei Yang, Jing Ma, Hechang Chen, Jiawei Zhang, Yi Chang
TNNLS2022: IEEE Transactions on Neural Networks and Learning Systems
Enhancing the Language Understanding of BERT with Causal Attention Masks (CCF-C)
Ziyang Luo, Yadong Xi, Jing Ma, Zhiwei Yang, xiaoxi mao, Changjie Fan, Rongsheng Zhang
NAACL 2022: The 2022 Conference of the North American Chapter of the Association for Computational Linguistics
Detect Low-Resource Rumors in Microblog Posts via Adversarial Contrastive Learning(CCF-B)
Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen
NAACL 2022: The 2022 Conference of the North American Chapter of the Association for Computational Linguistics
A Hybrid Model for Improving Fact Checking in Product Question Answering(CCF-B)
Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Guang Chen
IJCNN 2022: The IJCNN at IEEE WCCI 2022
LAM: Lightweight Attention Module (CCF-C)
Qiwei Ji, Bo Yu, Zhiwei Yang*, and Hechang Chen
KSEM 2022
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks (CCF-B)
Hongzhan Lin, Jing Ma, Mingfei Cheng, Zhiwei Yang, Liangliang Chen and Guang Chen
EMNLP 2021: The 2021 Conference on Empirical Methods in Natural Language Processing
7th – 11th November 2021, Punta Cana, Dominican Republic.
HiTRANS: A Hierarchical Transformer Network for Nested Named Entity Recognition (CCF-B)
Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang and Yi Chang
EMNLP 2021: The 2021 Conference on Empirical Methods in Natural Language Processing
7th – 11th November 2021, Punta Cana, Dominican Republic.
Attention-based Multi-level Feature Fusion for Named Entity Recognition (CCF-A)
Zhiwei Yang, Hechang Chen, Jiawei Zhang, Jing Ma, Yi Chang
IJCAI 2020: The 29th International Joint Conference on Artificial Intelligence
July 11-17, 2020. Yokohama, Japan.
Bringing Order to Episodes: Mining Timeline in Social Media (SCI-II)
Shang Wang, Zhiwei Yang*, and Yi Chang
Neurocomputing 2021, 13 April 2021.
Structure-enhanced Graph Representation Learning for Link Prediction in Signed Networks (CCF-C 2021)
YunkeZhang, Zhiwei Yang, Bo Yu, Hechang Chen, Yang Li, Xuehua Zhao.
KSEM 2021
Hybrid-D2D-MIMO (HDM) Network Architecture and Hybrid Data Distributing Strategy (HDDS) (CCF-A 2019)
Zhou Yuxuan, Yang Xu, Qin Chuanyi, Yang Zhiwei, Zhu Yifeng, and Duan Jin
Journal of Computer Research and Development
Patents:
Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang. Explainable false text detection method, device, storage medium and terminal.
Zhiwei Yang, Haiyin Pu, Guang Zhan, Hechang Chen, Yi Chang. Named entity recognition methods, devices, electronic equipments and media.
Zhiwei Yang, Jing Ma, Hechang Chen, Yunke Zhang, Yi Chang. Nested named entity recognition method, device, medium and terminal.
Guodong Chen, Zhiwei Yang, Bo Liu, Cong Gao, Minchao Lan. Real-time virtual online glasses-wearing method and system based on HTML5 and augmented reality technology. ZL2016 1 0831992.1, 2019.03.12.
CoTea: Collaborative Teaching for Low-resource Named Entity Recognition with A Divide-and-Conquer Strategy (SCI-I)
@article{YANG2024IPM,
author = {Zhiwei Yang and Jing Ma and Kang Yang and Huiru Lin and Hechang Chen and Ruichao Yang and Yi Chang},
title = {CoTea: Collaborative teaching for low-resource named entity recognition with a divide-and-conquer strategy},
journal = {Information Processing & Management},
volume = {61},
number = {3},
pages = {103657},
year = {2024},
issn = {0306-4573},
doi = {https://doi.org/10.1016/j.ipm.2024.103657},
url = {https://www.sciencedirect.com/science/article/pii/S0306457324000177}
}
A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection（COLING 2022）
@inproceedings{yang2022cofced,
title={A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection},
author={Yang, Zhiwei and Ma, Jing and Chen, Hechang and Lin, Hongzhan and Luo, Ziyang and Chang Yi},
booktitle={Proceedings of the 29th International Conference on Computational Linguistics (COLING)},
pages={2608--2621},
month={oct},
year={2022},
url={https://aclanthology.org/2022.coling-1.230},
}
@ARTICLE{9791116,
author={Yang, Zhiwei and Ma, Jing and Chen, Hechang and Zhang, Jiawei and Chang, Yi},
journal={IEEE Transactions on Neural Networks and Learning Systems},
title={Context-Aware Attentive Multilevel Feature Fusion for Named Entity Recognition},
year={2022},
volume={},
number={},
pages={1-12},
doi={10.1109/TNNLS.2022.3178522}}
@inproceedings{ji2022lam,
title={LAM: Lightweight Attention Module},
author={Ji, Qiwei and Yu, Bo and Yang, Zhiwei and Chen, Hechang},
booktitle={Knowledge Science, Engineering and Management: 15th International Conference, KSEM 2022, Singapore, August 6--8, 2022, Proceedings, Part II},
pages={485--497},
year={2022},
organization={Springer}
}
inproceedings{yang2021hitrans,
title={HiTRANS: a hierarchical transformer network for nested named entity recognition},
author={Yang, Zhiwei and Ma, Jing and Chen, Hechang and Zhang, Yunke and Chang, Yi},
booktitle={Findings of the Association for Computational Linguistics: EMNLP 2021},
pages={124--132},
year={2021}
}
@inproceedings{yang2020attention,
title={Attention-based multi-level feature fusion for named entity recognition},
author={Yang, Zhiwei and Chen, Hechang and Zhang, Jiawei and Ma, Jing and Chang, Yi},
booktitle={International Joint Conference on Artificial Intelligence},
pages={3594--3600},
year={2020}
}
@article{wang2021bringing,
title={Bringing order to episodes: Mining timeline in social media},
author={Wang, Shang and Yang, Zhiwei and Chang, Yi},
journal={Neurocomputing},
volume={450},
pages={80--90},
year={2021},
publisher={Elsevier}
}
Participated Projects:
Modeling, measurement, mining and application of signed networks, supported by National Natural Science Foundation of China (NNSF) No. 61976102
Position Name Office Tel Email
Research Assistant Mr. YANG, Zhiwei DLB625 5019 cszwyang