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Gerard de Melo

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A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs

May 01, 2020
Rajarshi Bhowmik, Gerard de Melo

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Knowledge Graphs

Mar 28, 2020
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann

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Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings

Mar 09, 2020
Xunjie Zhu, Gerard de Melo

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Long Short-Term Sample Distillation

Mar 02, 2020
Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi

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ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs

Jan 29, 2020
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo

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Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation

Dec 18, 2019
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo

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Scalable Object-Oriented Sequential Generative Models

Oct 06, 2019
Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn

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Reinforcement Knowledge Graph Reasoning for Explainable Recommendation

Jun 12, 2019
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang

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OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization

May 26, 2019
Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal

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