CrossWeigh: Training Named Entity Tagger from Imperfect Annotations. - Zihan Wang 001; Jingbo Shang; Liyuan Liu; Lihao Lu; Jiacheng Liu 004; Jiawei Han 001 (EMNLP/IJCNLP (1), 2019)

Raw-to-End Name Entity Recognition in Social Media. - Liyuan Liu; Zihan Wang 001; Jingbo Shang; Dandong Yin; Heng Ji 001; Xiang Ren 001; Shaowen Wang 001; Jiawei Han 001 (CoRR, 2019)

CatE: Category-Name GuidedWord Embedding. - Yu Meng 001; Jiaxin Huang 001; Guangyuan Wang; Zihan Wang 001; Chao Zhang 014; Jiawei Han 001 (CoRR, 2019)

Extending Multilingual BERT to Low-Resource Languages. - Zihan Wang 001; Karthikeyan K; Stephen Mayhew 001; Dan Roth (EMNLP (Findings), 2020)

Cross-Lingual Ability of Multilingual BERT: An Empirical Study. - Karthikeyan K; Zihan Wang 001; Stephen Mayhew 001; Dan Roth (ICLR, 2020)

Discriminative Topic Mining via Category-Name Guided Text Embedding. - Yu Meng 001; Jiaxin Huang 001; Guangyuan Wang; Zihan Wang 001; Chao Zhang 014; Yu Zhang 044; Jiawei Han 001 (WWW, 2020)

Unsupervised Word Embedding Learning by Incorporating Local and Global Contexts. - Yu Meng 001; Jiaxin Huang 001; Guangyuan Wang; Zihan Wang 001; Chao Zhang 014; Jiawei Han 001 (Frontiers Big Data, 2020)

"Average" Approximates "First Principal Component"? An Empirical Analysis on Representations from Neural Language Models. - Zihan Wang 001; Chengyu Dong; Jingbo Shang (EMNLP (1), 2021)

UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. - Xiaotao Gu; Zihan Wang 001; Zhenyu Bi; Yu Meng 001; Liyuan Liu; Jiawei Han 001; Jingbo Shang (KDD, 2021)

X-Class: Text Classification with Extremely Weak Supervision. - Zihan Wang 001; Dheeraj Mekala; Jingbo Shang (NAACL-HLT, 2021)

Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns. - Zihan Wang 001; Jiuxiang Gu; Jason Kuen; Handong Zhao; Vlad I. Morariu; Ruiyi Zhang 002; Ani Nenkova; Tong Sun 005; Jingbo Shang (ACL (Findings), 2022)

Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition. - Zihan Wang 001; Kewen Zhao; Zilong Wang 002; Jingbo Shang (EMNLP (Findings), 2022)

WeDef: Weakly Supervised Backdoor Defense for Text Classification. - Lesheng Jin; Zihan Wang 001; Jingbo Shang (EMNLP, 2022)

Waveformer: Linear-Time Attention with Forward and Backward Wavelet Transform. - Yufan Zhuang; Zihan Wang 001; Fangbo Tao; Jingbo Shang (CoRR, 2022)

A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches. - Zihan Wang 001; Tianle Wang 003; Dheeraj Mekala; Jingbo Shang (ACL (Findings), 2023)

WOT-Class: Weakly Supervised Open-world Text Classification. - Tianle Wang 003; Zihan Wang 001; Weitang Liu; Jingbo Shang (CIKM, 2023)

ClusterLLM: Large Language Models as a Guide for Text Clustering. - Yuwei Zhang 001; Zihan Wang 001; Jingbo Shang (EMNLP, 2023)

Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification. - Chengyu Dong; Zihan Wang 001; Jingbo Shang (EMNLP, 2023)

ToxicChat: Unveiling Hidden Challenges of Toxicity Detection in Real-World User-AI Conversation. - Zi Lin; Zihan Wang 001; Yongqi Tong; Yangkun Wang; Yuxin Guo; Yujia Wang; Jingbo Shang (EMNLP (Findings), 2023)

Less than One-shot: Named Entity Recognition via Extremely Weak Supervision. - Letian Peng; Zihan Wang 001; Jingbo Shang (EMNLP (Findings), 2023)

Goal-Driven Explainable Clustering via Language Descriptions. - Zihan Wang 001; Jingbo Shang; Ruiqi Zhong (EMNLP, 2023)

WavSpA: Wavelet Space Attention for Boosting Transformers' Long Sequence Learning Ability. - Yufan Zhuang; Zihan Wang 001; Fangbo Tao; Jingbo Shang (UniReps, 2023)

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models. - An Yan 003; Yu Wang 170; Yiwu Zhong; Zexue He; Petros Karypis; Zihan Wang 001; Chengyu Dong; Amilcare Gentili; Chun-Nan Hsu; Jingbo Shang; Julian J. McAuley (CoRR, 2023)

Misusing Tools in Large Language Models With Visual Adversarial Examples. - Xiaohan Fu; Zihan Wang 001; Shuheng Li; Rajesh K. Gupta 001; Niloofar Mireshghallah; Taylor Berg-Kirkpatrick; Earlence Fernandes (CoRR, 2023)

EmojiLM: Modeling the New Emoji Language. - Letian Peng; Zilong Wang 002; Hang Liu; Zihan Wang 001; Jingbo Shang (CoRR, 2023)

Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving. - Chenyang An; Zhibo Chen 009; Qihao Ye; Emily First; Letian Peng; Jiayun Zhang; Zihan Wang 001; Sorin Lerner; Jingbo Shang (ACL (1), 2024)

Answer is All You Need: Instruction-following Text Embedding via Answering the Question. - Letian Peng; Yuwei Zhang 001; Zilong Wang 002; Jayanth Srinivasa; Gaowen Liu; Zihan Wang 001; Jingbo Shang (ACL (1), 2024)

Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs. - Shang Zhou; Feng Yao; Chengyu Dong; Zihan Wang 001; Jingbo Shang (ACL (Findings), 2024)

Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification. - Letian Peng; Yi Gu; Chengyu Dong; Zihan Wang 001; Jingbo Shang (EMNLP, 2024)

Multi-step Problem Solving Through a Verifier: An Empirical Analysis on Model-induced Process Supervision. - Zihan Wang 001; Yunxuan Li; Yuexin Wu; Liangchen Luo; Le Hou; Hongkun Yu 001; Jingbo Shang (EMNLP (Findings), 2024)

How Few Davids Improve One Goliath: Federated Learning in Resource-Skewed Edge Computing Environments. - Jiayun Zhang; Shuheng Li; Haiyu Huang 003; Zihan Wang 001; Xiaohan Fu; Dezhi Hong; Rajesh K. Gupta 001; Jingbo Shang (WWW, 2024)

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks. - Letian Peng; Zilong Wang 002; Feng Yao; Zihan Wang 001; Jingbo Shang (CoRR, 2024)

Imprompter: Tricking LLM Agents into Improper Tool Use. - Xiaohan Fu; Shuheng Li; Zihan Wang 001; Yihao Liu; Rajesh K. Gupta 001; Taylor Berg-Kirkpatrick; Earlence Fernandes (CoRR, 2024)

Model-diff: A Tool for Comparative Study of Language Models in the Input Space. - Weitang Liu; Yuelei Li; Ying Wai Li; Zihan Wang 001; Jingbo Shang (CoRR, 2024)

Direct Prompt Optimization with Continuous Representations. - Yangkun Wang; Zihan Wang 001; Jingbo Shang (ACL (1), 2025)