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VOGUE: Answer Verbalization through Multi-Task Learning


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

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

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Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks


Apr 04, 2021
Endri Kacupaj, Joan Plepi, Kuldeep Singh, Harsh Thakkar, Jens Lehmann, Maria Maleshkova

* 16th conference of the European Chapter of the Association for Computational Linguistics (EACL 2021) 

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Demographic Aware Probabilistic Medical Knowledge Graph Embeddings of Electronic Medical Records


Apr 03, 2021
Aynur Guluzade, Endri Kacupaj, Maria Maleshkova

* Artificial Intelligence in Medicine 2021 (AIME 2021) 

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MLM: A Benchmark Dataset for Multitask Learning with Multiple Languages and Modalities


Sep 04, 2020
Jason Armitage, Endri Kacupaj, Golsa Tahmasebzadeh, Swati, Maria Maleshkova, Ralph Ewerth, Jens Lehmann


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Training Multimodal Systems for Classification with Multiple Objectives


Aug 26, 2020
Jason Armitage, Shramana Thakur, Rishi Tripathi, Jens Lehmann, Maria Maleshkova

* CLEOPATRA Workshop co-located with ESWC 2020 

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The Semantic Asset Administration Shell


Sep 02, 2019
Sebastian R. Bader, Maria Maleshkova

* 15 pages, pre-print of Semantics 2019 

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Virtual Representations for Iterative IoT Deployment


Mar 02, 2019
Sebastian R. Bader, Maria Maleshkova


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