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Good Intentions: Adaptive Parameter Servers via Intent Signaling



Alexander Renz-Wieland , Andreas Kieslinger , Robert Gericke , Rainer Gemulla , Zoi Kaoudi , Volker Markl


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Sequence-to-Sequence Knowledge Graph Completion and Question Answering



Apoorv Saxena , Adrian Kochsiek , Rainer Gemulla

* ACL 2022 Main Conference 

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Replicate or Relocate? Non-Uniform Access in Parameter Servers



Alexander Renz-Wieland , Rainer Gemulla , Zoi Kaoudi , Volker Markl


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Differentiable Implicit Layers



Andreas Look , Simona Doneva , Melih Kandemir , Rainer Gemulla , Jan Peters


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Dynamic Parameter Allocation in Parameter Servers



Alexander Renz-Wieland , Rainer Gemulla , Steffen Zeuch , Volker Markl


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OPIEC: An Open Information Extraction Corpus



Kiril Gashteovski , Sebastian Wanner , Sven Hertling , Samuel Broscheit , Rainer Gemulla

* In Proceedings of the Conference of Automatic Knowledge Base Construction (AKBC) 2019 
* In Proceedings of the Conference of Automatic Knowledge Base Construction (AKBC) 2019 

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A Relational Tucker Decomposition for Multi-Relational Link Prediction



Yanjie Wang , Samuel Broscheit , Rainer Gemulla


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Do Embedding Models Perform Well for Knowledge Base Completion?



Yanjie Wang , Daniel Ruffinelli , Rainer Gemulla , Samuel Broscheit , Christian Meilicke


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On Multi-Relational Link Prediction with Bilinear Models



Yanjie Wang , Rainer Gemulla , Hui Li


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