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Jeff Z. Pan

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Code-Switching with Word Senses for Pretraining in Neural Machine Translation

Oct 21, 2023
Vivek Iyer, Edoardo Barba, Alexandra Birch, Jeff Z. Pan, Roberto Navigli

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Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs

Oct 18, 2023
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

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Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification

Oct 14, 2023
Simon Chi Lok U, Jie He, Víctor Gutiérrez-Basulto, Jeff Z. Pan

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HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion

Aug 12, 2023
Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Ru Li, Jeff Z. Pan

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Large Language Models and Knowledge Graphs: Opportunities and Challenges

Aug 11, 2023
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux

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Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment

Aug 01, 2023
Zhuo Chen, Lingbing Guo, Yin Fang, Yichi Zhang, Jiaoyan Chen, Jeff Z. Pan, Yangning Li, Huajun Chen, Wen Zhang

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BUCA: A Binary Classification Approach to Unsupervised Commonsense Question Answering

May 25, 2023
Jie He, Simon Chi Lok U, Víctor Gutiérrez-Basulto, Jeff Z. Pan

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An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering

Mar 18, 2023
Nan Hu, Yike Wu, Guilin Qi, Dehai Min, Jiaoyan Chen, Jeff Z. Pan, Zafar Ali

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Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs

Feb 03, 2023
Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen

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Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding

Feb 03, 2023
Mingyang Chen, Wen Zhang, Zhen Yao, Yushan Zhu, Yang Gao, Jeff Z. Pan, Huajun Chen

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