Zhiwei, Yang
2023.12
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:
Reviewer:
TNNLS, IPM, Neural Networks, Neurocomputing, Natural Language Engineering
ACL2024, AAAI 2023, SIGIR 2022, SIGKDD 2022, 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)
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 & ManagementTowards 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
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:
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.
Zhiwei Yang, Haiyin Pu, Guang Zhan, Hechang Chen, Yi Chang. Named entity recognition methods, devices, electronic equipments and media. (Under Review)
Under Review
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