Publications
You can also find my papers in my Google Scholar profile.
* indicates equal contribution.
ClusterLLM: Large Language Models as a Guide for Text Clustering.
Yuwei Zhang, Zihan Wang, Jingbo Shang.
arXiv:2305.14871.Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification.
Chengyu Dong, Zihan Wang, Jingbo Shang.
arXiv:2305.14794.Goal-Driven Explainable Clustering via Language Descriptions.
Zihan Wang, Jingbo Shang, Ruiqi Zhong.
arXiv:2305.13749. GithubA Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches.
Zihan Wang*, Tianle Wang**, Dheeraj Mekala, Jingbo Shang.
ACL (Findings) 2023. GithubWOT-Class: Weakly Supervised Open-world Text Classification.
Tianle Wang, Zihan Wang, Weitang Liu, Jingbo Shang.
arXiv:2305.12401.WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability.
Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang.
arXiv:2210.01989.Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang.
EMNLP (Findings) 2022. GithubWeDef: Weakly Supervised Backdoor Defense for Text Classification.
Lesheng Jin*, Zihan Wang*, Jingbo Shang.
EMNLP 2022. GithubLearning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns.
Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun and Jingbo Shang.
ACL (Findings) 2022."Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models.
Zihan Wang, Chengyu Dong, Jingbo Shang.
EMNLP 2021. GithubUCPhrase: Unsupervised Context-aware Quality Phrase Tagging.
Xiaotao Gu*, Zihan Wang*, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
KDD 2021. Github Presentation slides for KDDX-Class: Text Classification with Extremely Weak Supervision.
Zihan Wang, Dheeraj Mekala, Jingbo Shang.
NAACL 2021. Github Presentation slides for NAACL BlogExtending Multilingual BERT to Low-Resource Languages.
Zihan Wang*, Karthikeyan K*, Stephen Mayhew, Dan Roth.
EMNLP Findings 2020. CogComp WebsiteCatE: Category-Name Guided Word Embedding.
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han.
WWW 2020. GithubRaw-to-End Name Entity Recognition in Social Media.
Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han.
arXiv:1908.05344. GithubTopicMine: User-Guided Topic Mining by Category-Oriented Embedding.
Yu Meng, Jiaxin Huang, Zihan Wang, Chenyu Fan, Guangyuan Wang, Chao Zhang, Jingbo Shang, Lance Kaplan, Jiawei Han.
KDD 2019 Demo.Cross-Lingual Ability of Multilingual BERT: An Empirical Study.
Karthikeyan K*, Zihan Wang*, Stephen Mayhew, Dan Roth.
ICLR 2020. Cogcomp Website BlogCrossWeigh: Training Named Entity Tagger from Imperfect Annotations.
Zihan Wang*, Jingbo Shang*, Liyuan Liu*, Lihao Lu, Jiacheng Liu, and Jiawei Han.
EMNLP 2019. Github Blog