Zihan Wang

57 papers A* 9A 1Journal 32Unranked 15
YearRankTypeTitle / Venue / Authors
2025 — conf
Direct Prompt Optimization with Continuous Representations.
ACL (1)
Yangkun Wang, Zihan Wang, Jingbo Shang
2025 J jnl
OmniInput: An Evaluation Framework for Deep Learning Models on Internet-Scale Data.
Trans. Mach. Learn. Res.
Weitang Liu, Yuelei Li, Ying Wai Li, Zihan Wang, Yi-Zhuang You, Jingbo Shang
2025 J jnl
Order Matters: Rethinking Prompt Construction in In-Context Learning.
CoRR
Warren Li, Yiqian Wang, Zihan Wang, Jingbo Shang
2024 — conf
Answer is All You Need: Instruction-following Text Embedding via Answering the Question.
ACL (1)
Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
2024 J jnl
Answer is All You Need: Instruction-following Text Embedding via Answering the Question.
CoRR
Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang
2024 — conf
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs.
ACL (Findings)
Shang Zhou, Feng Yao, Chengyu Dong, Zihan Wang, Jingbo Shang
2024 J jnl
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs.
CoRR
Shang Zhou, Feng Yao, Chengyu Dong, Zihan Wang, Jingbo Shang
2024 A* conf
How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments.
WWW
Jiayun Zhang, Shuheng Li, Haiyu Huang, Zihan Wang, Xiaohan Fu, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang
2024 J jnl
Imprompter: Tricking LLM Agents into Improper Tool Use.
CoRR
Xiaohan Fu, Shuheng Li, Zihan Wang, Yihao Liu, Rajesh K. Gupta, Taylor Berg-Kirkpatrick, Earlence Fernandes
2024 J jnl
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving.
CoRR
Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang
2024 — conf
Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving.
ACL (1)
Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang
2024 J jnl
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks.
CoRR
Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang
2024 J jnl
Model-diff: A Tool for Comparative Study of Language Models in the Input Space.
CoRR
Weitang Liu, Yuelei Li, Ying Wai Li, Zihan Wang, Jingbo Shang
2024 — conf
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision.
EMNLP (Findings)
Zihan Wang, Yunxuan Li, Yuexin Wu, Liangchen Luo, Le Hou, Hongkun Yu, Jingbo Shang
2024 J jnl
Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision.
CoRR
Zihan Wang, Yunxuan Li, Yuexin Wu, Liangchen Luo, Le Hou, Hongkun Yu, Jingbo Shang
2024 A* conf
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification.
EMNLP
Letian Peng, Yi Gu, Chengyu Dong, Zihan Wang, Jingbo Shang
2024 J jnl
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification.
CoRR
Letian Peng, Yi Gu, Chengyu Dong, Zihan Wang, Jingbo Shang
2023 — conf
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches.
ACL (Findings)
Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang
2023 J jnl
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches.
CoRR
Zihan Wang, Tianle Wang, Dheeraj Mekala, Jingbo Shang
2023 A* conf
ClusterLLM: Large Language Models as a Guide for Text Clustering.
EMNLP
Yuwei Zhang, Zihan Wang, Jingbo Shang
2023 J jnl
ClusterLLM: Large Language Models as a Guide for Text Clustering.
CoRR
Yuwei Zhang, Zihan Wang, Jingbo Shang
2023 A* conf
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification.
EMNLP
Chengyu Dong, Zihan Wang, Jingbo Shang
2023 J jnl
Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification.
CoRR
Chengyu Dong, Zihan Wang, Jingbo Shang
2023 J jnl
EmojiLM: Modeling the New Emoji Language.
CoRR
Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang
2023 A* conf
Goal-Driven Explainable Clustering via Language Descriptions.
EMNLP
Zihan Wang, Jingbo Shang, Ruiqi Zhong
2023 J jnl
Goal-Driven Explainable Clustering via Language Descriptions.
CoRR
Zihan Wang, Jingbo Shang, Ruiqi Zhong
2023 — conf
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision.
EMNLP (Findings)
Letian Peng, Zihan Wang, Jingbo Shang
2023 J jnl
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision.
CoRR
Letian Peng, Zihan Wang, Jingbo Shang
2023 J jnl
Misusing Tools in Large Language Models With Visual Adversarial Examples.
CoRR
Xiaohan Fu, Zihan Wang, Shuheng Li, Rajesh K. Gupta, Niloofar Mireshghallah, Taylor Berg-Kirkpatrick, Earlence Fernandes
2023 J jnl
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.
CoRR
An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley
2023 — conf
ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation.
EMNLP (Findings)
Zi Lin, Zihan Wang, Yongqi Tong, Yangkun Wang, Yuxin Guo, Yujia Wang, Jingbo Shang
2023 J jnl
ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation.
CoRR
Zi Lin, Zihan Wang, Yongqi Tong, Yangkun Wang, Yuxin Guo, Yujia Wang, Jingbo Shang
2023 A conf
WOT-Class: Weakly Supervised Open-world Text Classification.
CIKM
Tianle Wang, Zihan Wang, Weitang Liu, Jingbo Shang
2023 J jnl
WOT-Class: Weakly Supervised Open-world Text Classification.
CoRR
Tianle Wang, Zihan Wang, Weitang Liu, Jingbo Shang
2023 — conf
WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability.
UniReps
Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang
2022 — conf
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
EMNLP (Findings)
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
2022 J jnl
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition.
CoRR
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang
2022 — conf
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns.
ACL (Findings)
Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I. Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun, Jingbo Shang
2022 J jnl
Waveformer: Linear-Time Attention with Forward and Backward Wavelet Transform.
CoRR
Yufan Zhuang, Zihan Wang, Fangbo Tao, Jingbo Shang
2022 A* conf
WeDef: Weakly Supervised Backdoor Defense for Text Classification.
EMNLP
Lesheng Jin, Zihan Wang, Jingbo Shang
2022 J jnl
WeDef: Weakly Supervised Backdoor Defense for Text Classification.
CoRR
Lesheng Jin, Zihan Wang, Jingbo Shang
2021 — conf
"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models.
EMNLP (1)
Zihan Wang, Chengyu Dong, Jingbo Shang
2021 J jnl
"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models.
CoRR
Zihan Wang, Chengyu Dong, Jingbo Shang
2021 A* conf
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.
KDD
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
2021 J jnl
UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.
CoRR
Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang
2021 — conf
X-Class: Text Classification with Extremely Weak Supervision.
NAACL-HLT
Zihan Wang, Dheeraj Mekala, Jingbo Shang
2020 A* conf
Cross-Lingual Ability of Multilingual BERT: An Empirical Study.
ICLR
Karthikeyan K, Zihan Wang, Stephen Mayhew, Dan Roth
2020 A* conf
Discriminative Topic Mining via Category-Name Guided Text Embedding.
WWW
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Yu Zhang, Jiawei Han
2020 — conf
Extending Multilingual BERT to Low-Resource Languages.
EMNLP (Findings)
Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth
2020 J jnl
Extending Multilingual BERT to Low-Resource Languages.
CoRR
Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth
2020 J jnl
Unsupervised Word Embedding Learning by Incorporating Local and Global Contexts.
Frontiers Big Data
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han
2020 J jnl
X-Class: Text Classification with Extremely Weak Supervision.
CoRR
Zihan Wang, Dheeraj Mekala, Jingbo Shang
2019 J jnl
CatE: Category-Name GuidedWord Embedding.
CoRR
Yu Meng, Jiaxin Huang, Guangyuan Wang, Zihan Wang, Chao Zhang, Jiawei Han
2019 J jnl
Cross-Lingual Ability of Multilingual BERT: An Empirical Study.
CoRR
Karthikeyan K, Zihan Wang, Stephen Mayhew, Dan Roth
2019 — conf
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations.
EMNLP/IJCNLP (1)
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han
2019 J jnl
CrossWeigh: Training Named Entity Tagger from Imperfect Annotations.
CoRR
Zihan Wang, Jingbo Shang, Liyuan Liu, Lihao Lu, Jiacheng Liu, Jiawei Han
2019 J jnl
Raw-to-End Name Entity Recognition in Social Media.
CoRR
Liyuan Liu, Zihan Wang, Jingbo Shang, Dandong Yin, Heng Ji, Xiang Ren, Shaowen Wang, Jiawei Han