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PromptClass: Weakly-Supervised Text Classification with Prompting Enhanced Noise-Robust Self-Training


May 23, 2023
Yunyi Zhang, Minhao Jiang, Yu Meng, Yu Zhang, Jiawei Han

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Patton: Language Model Pretraining on Text-Rich Networks


May 20, 2023
Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang, Qi Zhu, Jiawei Han

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* ACL 2023. (Code: https://github.com/PeterGriffinJin/Patton

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ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval


May 18, 2023
Yue Yu, Yuchen Zhuang, Rongzhi Zhang, Yu Meng, Jiaming Shen, Chao Zhang

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* ACL 2023 Findings (Code: https://github.com/yueyu1030/ReGen

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Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks


Feb 21, 2023
Bowen Jin, Yu Zhang, Yu Meng, Jiawei Han

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* ICLR 2023. (Code: https://github.com/PeterGriffinJin/Edgeformers

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The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study


Feb 07, 2023
Yu Zhang, Bowen Jin, Qi Zhu, Yu Meng, Jiawei Han

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* 11 pages; Accepted to WWW 2023 

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Representation Deficiency in Masked Language Modeling


Feb 04, 2023
Yu Meng, Jitin Krishnan, Sinong Wang, Qifan Wang, Yuning Mao, Han Fang, Marjan Ghazvininejad, Jiawei Han, Luke Zettlemoyer

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Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts


Dec 12, 2022
Yu Zhang, Yunyi Zhang, Martin Michalski, Yucheng Jiang, Yu Meng, Jiawei Han

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* 9 pages; Accepted to WSDM 2023 

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Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning


Nov 06, 2022
Yu Meng, Martin Michalski, Jiaxin Huang, Yu Zhang, Tarek Abdelzaher, Jiawei Han

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* Code: https://github.com/yumeng5/FewGen 

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Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation


Jun 28, 2022
Jiaxin Huang, Yu Meng, Jiawei Han

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* Accepted to KDD 2022 Research Track 

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Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds


May 04, 2022
Yu Zhang, Yu Meng, Xuan Wang, Sheng Wang, Jiawei Han

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* 12 pages; Accepted to NAACL 2022 

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