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Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions


Nov 22, 2022
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Toyotaro Suzumura, Manish Singh

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* Accepted for publication in AAAI 2023 

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Contrastive Representation Learning for Conversational Question Answering over Knowledge Graphs


Oct 09, 2022
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann

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* 31st ACM International Conference on Information and Knowledge Management (CIKM 2022) 

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An Answer Verbalization Dataset for Conversational Question Answerings over Knowledge Graphs


Aug 13, 2022
Endri Kacupaj, Kuldeep Singh, Maria Maleshkova, Jens Lehmann

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Plumber: A Modular Framework to Create Information Extraction Pipelines


Jun 03, 2022
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer

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* pre-print for WWW'21 demo of ICWE PLUMBER publication 

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Investigating Expressiveness of Transformer in Spectral Domain for Graphs


Jan 27, 2022
Anson Bastos, Abhishek Nadgeri, Kuldeep Singh, Hiroki Kanezashi, Toyotaro Suzumura, Isaiah Onando Mulang'

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Triple Classification for Scholarly Knowledge Graph Completion


Nov 23, 2021
Mohamad Yaser Jaradeh, Kuldeep Singh, Markus Stocker, Sören Auer

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HopfE: Knowledge Graph Representation Learning using Inverse Hopf Fibrations


Aug 12, 2021
Anson Bastos, Kuldeep Singh, Abhishek Nadgeri, Saeedeh Shekarpour, Isaiah Onando Mulang, Johannes Hoffart

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* CIKM 2021 : 30th ACM International Conference on Information and Knowledge Management (full paper) 

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VOGUE: Answer Verbalization through Multi-Task Learning


Jun 28, 2021
Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova

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* Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2021 

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