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Jiawei Han

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Fine-Grained Opinion Summarization with Minimal Supervision

Oct 17, 2021
Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han

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UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

Oct 14, 2021
Yuning Mao, Lambert Mathias, Rui Hou, Amjad Almahairi, Hao Ma, Jiawei Han, Wen-tau Yih, Madian Khabsa

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Entity Linking Meets Deep Learning: Techniques and Solutions

Sep 26, 2021
Wei Shen, Yuhan Li, Yinan Liu, Jiawei Han, Jianyong Wang, Xiaojie Yuan

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SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction

Sep 24, 2021
Yuxin Xiao, Zecheng Zhang, Yuning Mao, Carl Yang, Jiawei Han

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Chemical-Reaction-Aware Molecule Representation Learning

Sep 22, 2021
Hongwei Wang, Weijiang Li, Xiaomeng Jin, Kyunghyun Cho, Heng Ji, Jiawei Han, Martin D. Burke

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Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

Sep 10, 2021
Yu Meng, Yunyi Zhang, Jiaxin Huang, Xuan Wang, Yu Zhang, Heng Ji, Jiawei Han

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Corpus-based Open-Domain Event Type Induction

Sep 07, 2021
Jiaming Shen, Yunyi Zhang, Heng Ji, Jiawei Han

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Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data

Aug 02, 2021
Qi Zhu, Natalia Ponomareva, Jiawei Han, Bryan Perozzi

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Multi-head or Single-head? An Empirical Comparison for Transformer Training

Jun 17, 2021
Liyuan Liu, Jialu Liu, Jiawei Han

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Eider: Evidence-enhanced Document-level Relation Extraction

Jun 16, 2021
Yiqing Xie, Jiaming Shen, Sha Li, Yuning Mao, Jiawei Han

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