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On the Knowledge Graph Completion Using Translation Based Embedding: The Loss Is as Important as the Score


Sep 02, 2019
Mojtaba Nayyeri, Chengjin Xu, Yadollah Yaghoobzadeh, Hamed Shariat Yazdi, Jens Lehmann


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LogicENN: A Neural Based Knowledge Graphs Embedding Model with Logical Rules


Aug 20, 2019
Mojtaba Nayyeri, Chengjin Xu, Jens Lehmann, Hamed Shariat Yazdi


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Towards Optimisation of Collaborative Question Answering over Knowledge Graphs


Aug 14, 2019
Kuldeep Singh, Mohamad Yaser Jaradeh, Saeedeh Shekarpour, Akash Kulkarni, Arun Sethupat Radhakrishna, Ioanna Lytra, Maria-Esther Vidal, Jens Lehmann


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Linking Physicians to Medical Research Results via Knowledge Graph Embeddings and Twitter


Jul 24, 2019
Afshin Sadeghi, Jens Lehmann

* pre-print, AI for Good, Data Science for Social Good 

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Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs


Jul 22, 2019
Nilesh Chakraborty, Denis Lukovnikov, Gaurav Maheshwari, Priyansh Trivedi, Jens Lehmann, Asja Fischer

* Preprint, under review. The first four authors contributed equally to this paper, and should be regarded as co-first authors 

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Adaptive Margin Ranking Loss for Knowledge Graph Embeddings via a Correntropy Objective Function


Jul 09, 2019
Mojtaba Nayyeri, Xiaotian Zhou, Sahar Vahdati, Hamed Shariat Yazdi, Jens Lehmann


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MDE: Multi Distance Embeddings for Link Prediction in Knowledge Graphs


Jun 10, 2019
Afshin Sadeghi, Damien Graux, Jens Lehmann

* Preprint. Under review 

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