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UCEpic: Unifying Aspect Planning and Lexical Constraints for Explainable Recommendation


Sep 28, 2022
Jiacheng Li, Zhankui He, Jingbo Shang, Julian McAuley


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SoTeacher: A Student-oriented Teacher Network Training Framework for Knowledge Distillation


Jun 14, 2022
Chengyu Dong, Liyuan Liu, Jingbo Shang


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Intermediate Training on Question Answering Datasets Improves Generative Data Augmentation


May 25, 2022
Dheeraj Mekala, Tu Vu, Jingbo Shang


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LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification


May 25, 2022
Dheeraj Mekala, Chengyu Dong, Jingbo Shang


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Fine-grained Contrastive Learning for Relation Extraction


May 25, 2022
William Hogan, Jiacheng Li, Jingbo Shang

* 8 pages, 4 figures 

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WeDef: Weakly Supervised Backdoor Defense for Text Classification


May 24, 2022
Lesheng Jin, Zihan Wang, Jingbo Shang


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Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition


May 24, 2022
Zihan Wang, Kewen Zhao, Zilong Wang, Jingbo Shang


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OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision


Apr 29, 2022
Xinyang Zhang, Chenwei Zhang, Xian Li, Xin Luna Dong, Jingbo Shang, Christos Faloutsos, Jiawei Han

* WWW 2022 

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Towards Few-shot Entity Recognition in Document Images: A Label-aware Sequence-to-Sequence Framework


Mar 30, 2022
Zilong Wang, Jingbo Shang

* ACL 2022 Findings 

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UCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining


Feb 27, 2022
Jiacheng Li, Jingbo Shang, Julian McAuley

* Accepted as ACL 2022 main conference paper 

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