Publications

@inproceedings{DBLP:conf/acl/GaletzkaRS020,

title = {Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation 

with Graph Attention Transformer},

author = {Fabian Galetzka and 

Jewgeni Rose and 

David Schlangen and 

Jens Lehmann},

url = {https://doi.org/10.18653/v1/2021.acl-long.546},

doi = {10.18653/v1/2021.acl-long.546},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational 

Linguistics and the 11th International Joint Conference on Natural 

Language Processing, ACL/IJCNLP 2021, (Volume 1: Long Papers), Virtual 

Event, August 1-6, 2021},

pages = {7028--7041},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/LukovnikovF21,

title = {Insertion-based Tree Decoding},

author = {Denis Lukovnikov and 

Asja Fischer},

url = {https://doi.org/10.18653/v1/2021.findings-acl.283},

doi = {10.18653/v1/2021.findings-acl.283},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Findings of the Association for Computational Linguistics: ACL/IJCNLP 

2021, Online Event, August 1-6, 2021},

volume = {ACL/IJCNLP 2021},

pages = {3201--3213},

publisher = {Association for Computational Linguistics},

series = {Findings of ACL},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/NadgeriBSMHSS21,

title = {KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction},

author = {Abhishek Nadgeri and 

Anson Bastos and 

Kuldeep Singh and 

Isaiah Onando Mulang'{}and 

Johannes Hoffart and 

Saeedeh Shekarpour and 

Vijay Saraswat},

url = {https://doi.org/10.18653/v1/2021.findings-acl.48},

doi = {10.18653/v1/2021.findings-acl.48},

year  = {2021},

date = {2021-01-01},

booktitle = {Findings of the Association for Computational Linguistics: ACL/IJCNLP 

2021, Online Event, August 1-6, 2021},

volume = {ACL/IJCNLP 2021},

pages = {535--548},

publisher = {Association for Computational Linguistics},

series = {Findings of ACL},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aime/GuluzadeKM21,

title = {Demographic Aware Probabilistic Medical Knowledge Graph Embeddings 

of Electronic Medical Records},

author = {Aynur Guluzade and 

Endri Kacupaj and 

Maria Maleshkova},

url = {https://doi.org/10.1007/978-3-030-77211-6_48},

doi = {10.1007/978-3-030-77211-6_48},

year  = {2021},

date = {2021-01-01},

booktitle = {Artificial Intelligence in Medicine - 19th International Conference 

on Artificial Intelligence in Medicine, AIME 2021, Virtual Event, 

June 15-18, 2021, Proceedings},

volume = {12721},

pages = {408--417},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cikm/Bastos0NSMH21,

title = {HopfE: Knowledge Graph Representation Learning using Inverse Hopf 

Fibrations},

author = {Anson Bastos and 

Kuldeep Singh and 

Abhishek Nadgeri and 

Saeedeh Shekarpour and 

Isaiah Onando Mulang'{}and 

Johannes Hoffart},

url = {https://doi.org/10.1145/3459637.3482263},

doi = {10.1145/3459637.3482263},

year  = {2021},

date = {2021-01-01},

booktitle = {CIKM '21: The 30th ACM International Conference on Information 

and Knowledge Management, Virtual Event, Queensland, Australia, November 

1 - 5, 2021},

pages = {89--99},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cikm/DraschnerSM0J21,

title = {DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines 

for RDF Knowledge Graphs},

author = {Carsten Felix Draschner and 

Claus Stadler and 

Farshad Bakhshandegan Moghaddam and 

Jens Lehmann and 

Hajira Jabeen},

url = {https://doi.org/10.1145/3459637.3481999},

doi = {10.1145/3459637.3481999},

year  = {2021},

date = {2021-01-01},

booktitle = {CIKM '21: The 30th ACM International Conference on Information 

and Knowledge Management, Virtual Event, Queensland, Australia, November 

1 - 5, 2021},

pages = {4465--4474},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eacl/KacupajPSTLM21,

title = {Conversational Question Answering over Knowledge Graphs with Transformer 

and Graph Attention Networks},

author = {Endri Kacupaj and 

Joan Plepi and 

Kuldeep Singh and 

Harsh Thakkar and 

Jens Lehmann and 

Maria Maleshkova},

url = {https://doi.org/10.18653/v1/2021.eacl-main.72},

doi = {10.18653/v1/2021.eacl-main.72},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 16th Conference of the European Chapter of the 

Association for Computational Linguistics: Main Volume, EACL 2021, 

Online, April 19 - 23, 2021},

pages = {850--862},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/eacl/RaviSMSHL21,

title = {CHOLAN: A Modular Approach for Neural Entity Linking on Wikipedia 

and Wikidata},

author = {Manoj Prabhakar Kannan Ravi and 

Kuldeep Singh and 

Isaiah Onando Mulang'{}and 

Saeedeh Shekarpour and 

Johannes Hoffart and 

Jens Lehmann},

url = {https://doi.org/10.18653/v1/2021.eacl-main.40},

doi = {10.18653/v1/2021.eacl-main.40},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 16th Conference of the European Chapter of the 

Association for Computational Linguistics: Main Volume, EACL 2021, 

Online, April 19 - 23, 2021},

pages = {504--514},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecir/NayyeriVSAYL21,

title = {Pattern-Aware and Noise-Resilient Embedding Models},

author = {Mojtaba Nayyeri and 

Sahar Vahdati and 

Emanuel Sallinger and 

Mirza Mohtashim Alam and 

Hamed Shariat Yazdi and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-72113-8_32},

doi = {10.1007/978-3-030-72113-8_32},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Information Retrieval - 43rd European Conference on IR 

Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, 

Part I},

volume = {12656},

pages = {483--496},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/LukovnikovDF21,

title = {Detecting Compositionally Out-of-Distribution Examples in Semantic 

Parsing},

author = {Denis Lukovnikov and 

Sina Däubener and 

Asja Fischer},

url = {https://doi.org/10.18653/v1/2021.findings-emnlp.54},

doi = {10.18653/v1/2021.findings-emnlp.54},

year  = {2021},

date = {2021-01-01},

booktitle = {Findings of the Association for Computational Linguistics: EMNLP 

2021, Virtual Event / Punta Cana, Dominican Republic, 16-20 November, 

2021},

pages = {591--598},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/NayyeriXHA0V21,

title = {Knowledge Graph Representation Learning using Ordinary Differential 

Equations},

author = {Mojtaba Nayyeri and 

Chengjin Xu and 

Franca Hoffmann and 

Mirza Mohtashim Alam and 

Jens Lehmann and 

Sahar Vahdati},

url = {https://doi.org/10.18653/v1/2021.emnlp-main.750},

doi = {10.18653/v1/2021.emnlp-main.750},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural 

Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican 

Republic, 7-11 November, 2021},

pages = {9529--9548},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/Nedelchev0U21,

title = {Proxy Indicators for the Quality of Open-domain Dialogues},

author = {Rostislav Nedelchev and 

Jens Lehmann and 

Ricardo Usbeck},

url = {https://doi.org/10.18653/v1/2021.emnlp-main.618},

doi = {10.18653/v1/2021.emnlp-main.618},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural 

Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican 

Republic, 7-11 November, 2021},

pages = {7834--7855},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/XuS021,

title = {Time-aware Graph Neural Network for Entity Alignment between Temporal 

Knowledge Graphs},

author = {Chengjin Xu and 

Fenglong Su and 

Jens Lehmann},

url = {https://doi.org/10.18653/v1/2021.emnlp-main.709},

doi = {10.18653/v1/2021.emnlp-main.709},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural 

Language Processing, EMNLP 2021, Virtual Event / Punta Cana, Dominican 

Republic, 7-11 November, 2021},

pages = {8999--9010},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/ChaudhuriR021,

title = {Grounding Dialogue Systems via Knowledge Graph Aware Decoding with 

Pre-trained Transformers},

author = {Debanjan Chaudhuri and 

Md. Rashad Al Hasan Rony and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-77385-4_19},

doi = {10.1007/978-3-030-77385-4_19},

year  = {2021},

date = {2021-01-01},

booktitle = {The Semantic Web - 18th International Conference, ESWC 2021, Virtual 

Event, June 6-10, 2021, Proceedings},

volume = {12731},

pages = {323--339},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/KacupajB0L21,

title = {ParaQA: A Question Answering Dataset with Paraphrase Responses for 

Single-Turn Conversation},

author = {Endri Kacupaj and 

Barshana Banerjee and 

Kuldeep Singh and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-77385-4_36},

doi = {10.1007/978-3-030-77385-4_36},

year  = {2021},

date = {2021-01-01},

booktitle = {The Semantic Web - 18th International Conference, ESWC 2021, Virtual 

Event, June 6-10, 2021, Proceedings},

volume = {12731},

pages = {598--613},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/PlepiK0T021,

title = {Context Transformer with Stacked Pointer Networks for Conversational 

Question Answering over Knowledge Graphs},

author = {Joan Plepi and 

Endri Kacupaj and 

Kuldeep Singh and 

Harsh Thakkar and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-77385-4_21},

doi = {10.1007/978-3-030-77385-4_21},

year  = {2021},

date = {2021-01-01},

booktitle = {The Semantic Web - 18th International Conference, ESWC 2021, Virtual 

Event, June 6-10, 2021, Proceedings},

volume = {12731},

pages = {356--371},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/WilhelmCL21,

title = {A Virtual Knowledge Graph for Enabling Defect Traceability and Customer 

Service Analytics},

author = {Nico Wilhelm and 

Diego Collarana and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-80418-3_36},

doi = {10.1007/978-3-030-80418-3_36},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {The Semantic Web: ESWC 2021 Satellite Events - Virtual Event, June 

6-10, 2021, Revised Selected Papers},

volume = {12739},

pages = {245--248},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/MoghaddamDLJ21,

title = {Literal2Feature: An Automatic Scalable RDF Graph Feature Extractor},

author = {Farshad Bakhshandegan Moghaddam and 

Carsten Draschner and 

Jens Lehmann and 

Hajira Jabeen},

url = {https://doi.org/10.3233/SSW210036},

doi = {10.3233/SSW210036},

year  = {2021},

date = {2021-01-01},

booktitle = {Further with Knowledge Graphs - Proceedings of the 17th International 

Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, 

September 6-9, 2021},

volume = {53},

pages = {74--88},

publisher = {IOS Press},

series = {Studies on the Semantic Web},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/SadeghiSS021,

title = {BenchEmbedd: A FAIR Benchmarking tool forKnowledge Graph Embeddings},

author = {Afshin Sadeghi and 

Xhulia Shahini and 

Martin Schmitz and 

Jens Lehmann},

url = {http://ceur-ws.org/Vol-2941/paper14.pdf},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Joint Proceedings of the Semantics co-located events: Poster&Demo 

track and Workshop on Ontology-Driven Conceptual Modelling of Digital 

Twins co-located with Semantics 2021, Amsterdam and Online, September 

6-9, 2021},

volume = {2941},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/i-semantics/VollmersJMTNU21,

title = {Knowledge Graph Question Answering Using Graph-Pattern Isomorphism},

author = {Daniel Vollmers and 

Rricha Jalota and 

Diego Moussallem and 

Hardik Topiwala and 

Axel-Cyrille Ngonga Ngomo and 

Ricardo Usbeck},

url = {https://doi.org/10.3233/SSW210038},

doi = {10.3233/SSW210038},

year  = {2021},

date = {2021-01-01},

booktitle = {Further with Knowledge Graphs - Proceedings of the 17th International 

Conference on Semantic Systems, SEMANTiCS 2017, Amsterdam, The Netherlands, 

September 6-9, 2021},

volume = {53},

pages = {103--117},

publisher = {IOS Press},

series = {Studies on the Semantic Web},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ic3k/MohamedF0J21,

title = {A Scalable Approach for Distributed Reasoning over Large-scale OWL 

Datasets},

author = {Heba Mohamed and 

Said Fathalla and 

Jens Lehmann and 

Hajira Jabeen},

url = {https://doi.org/10.5220/0010656800003064},

doi = {10.5220/0010656800003064},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 13th International Joint Conference on Knowledge 

Discovery, Knowledge Engineering and Knowledge Management, IC3K 

2021, Volume 2: KEOD, Online Streaming, October 25-27, 2021},

pages = {51--60},

publisher = {SCITEPRESS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/icml/LukovnikovF21,

title = {Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps 

Learning Long-Range Dependencies},

author = {Denis Lukovnikov and 

Asja Fischer},

url = {http://proceedings.mlr.press/v139/lukovnikov21a.html},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Proceedings of the 38th International Conference on Machine Learning, 

ICML 2021, 18-24 July 2021, Virtual Event},

volume = {139},

pages = {7180--7191},

publisher = {PMLR},

series = {Proceedings of Machine Learning Research},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ida/EstevesMCF021,

title = {ŐRUS-NER: A Multimodal Named Entity Recognition Framework for 

Noisy Data},

author = {Diego Esteves and 

José Marcelino and 

Piyush Chawla and 

Asja Fischer and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-74251-5_8},

doi = {10.1007/978-3-030-74251-5_8},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Intelligent Data Analysis XIX - 19th International Symposium 

on Intelligent Data Analysis, IDA 2021, Porto, Portugal, April 26-28, 

2021, Proceedings},

volume = {12695},

pages = {89--100},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ijcai/GrauxCO21,

title = {Formal Concept Analysis for Semantic Compression of Knowledge Graph 

Versions},

author = {Damien Graux and 

Diego Collarana and 

Fabrizio Orlandi},

url = {http://ceur-ws.org/Vol-2972/paper13.pdf},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 9th International Workshop "What can FCA do for 

Artificial Intelligence?" co-located with the 30th International Joint 

Conference on Artificial Intelligence (IJCAI 2021), Montréal, 

Québec, Canada, August 21, 2021},

volume = {2972},

pages = {131--138},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ilp/WestphalV021,

title = {A Simulated Annealing Meta-heuristic for Concept Learning in Description 

Logics},

author = {Patrick Westphal and 

Sahar Vahdati and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-97454-1_19},

doi = {10.1007/978-3-030-97454-1_19},

year  = {2021},

date = {2021-01-01},

booktitle = {Inductive Logic Programming - 30th International Conference, ILP 

2021, Virtual Event, October 25-27, 2021, Proceedings},

volume = {13191},

pages = {266--281},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/lak/TavakoliEKA21,

title = {Metadata Analysis of Open Educational Resources},

author = {MohammadReza Tavakoli and 

Mirette Elias and 

Gábor Kismihók and 

Sören Auer},

url = {https://doi.org/10.1145/3448139.3448208},

doi = {10.1145/3448139.3448208},

year  = {2021},

date = {2021-01-01},

booktitle = {LAK'21: 11th International Learning Analytics and Knowledge Conference, 

Irvine, CA, USA, April 12-16, 2021},

pages = {626--631},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/naacl/XuCNL21,

title = {Temporal Knowledge Graph Completion using a Linear Temporal Regularizer 

and Multivector Embeddings},

author = {Chengjin Xu and 

Yung-Yu Chen and 

Mojtaba Nayyeri and 

Jens Lehmann},

url = {https://doi.org/10.18653/v1/2021.naacl-main.202},

doi = {10.18653/v1/2021.naacl-main.202},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 2021 Conference of the North American Chapter of 

the Association for Computational Linguistics: Human Language Technologies, 

NAACL-HLT 2021, Online, June 6-11, 2021},

pages = {2569--2578},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/nips/SadeghiMC021,

title = {Relational Pattern Benchmarking on the Knowledge Graph Link Prediction 

Task},

author = {Afshin Sadeghi and 

Hirra Malik and 

Diego Collarana and 

Jens Lehmann},

url = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/9a1158154dfa42caddbd0694a4e9bdc8-Abstract-round2.html},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the Neural Information Processing Systems Track on 

Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 

2021, virtual},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pakdd/NayyeriXYVAY021,

title = {Loss-Aware Pattern Inference: A Correction on the Wrongly Claimed 

Limitations of Embedding Models},

author = {Mojtaba Nayyeri and 

Chengjin Xu and 

Yadollah Yaghoobzadeh and 

Sahar Vahdati and 

Mirza Mohtashim Alam and 

Hamed Shariat Yazdi and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-75768-7_7},

doi = {10.1007/978-3-030-75768-7_7},

year  = {2021},

date = {2021-01-01},

booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia 

Conference, PAKDD 2021, Virtual Event, May 11-14, 2021, Proceedings, 

Part III},

volume = {12714},

pages = {77--89},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/KacupajPSLM21,

title = {VOGUE: Answer Verbalization Through Multi-Task Learning},

author = {Endri Kacupaj and 

Shyamnath Premnadh and 

Kuldeep Singh and 

Jens Lehmann and 

Maria Maleshkova},

url = {https://doi.org/10.1007/978-3-030-86523-8_34},

doi = {10.1007/978-3-030-86523-8_34},

year  = {2021},

date = {2021-01-01},

booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track 

- European Conference, ECML PKDD 2021, Bilbao, Spain, September 

13-17, 2021, Proceedings, Part III},

volume = {12977},

pages = {563--579},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/SadeghiCGL21,

title = {Embedding Knowledge Graphs Attentive to Positional and Centrality 

Qualities},

author = {Afshin Sadeghi and 

Diego Collarana and 

Damien Graux and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-86520-7_34},

doi = {10.1007/978-3-030-86520-7_34},

year  = {2021},

date = {2021-01-01},

booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track 

- European Conference, ECML PKDD 2021, Bilbao, Spain, September 

13-17, 2021, Proceedings, Part II},

volume = {12976},

pages = {548--564},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/sebd/BatiniR21,

title = {From Data Quality to Big Data Quality: A Data Integration Scenario},

author = {Carlo Batini and 

Anisa Rula},

url = {http://ceur-ws.org/Vol-2994/paper4.pdf},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings of the 29th Italian Symposium on Advanced Database Systems, 

SEBD 2021, Pizzo Calabro (VV), Italy, September 5-9, 2021},

volume = {2994},

pages = {36--47},

publisher = {CEUR-WS.org},

series = {CEUR Workshop Proceedings},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semco/AthreyaBNU21,

title = {Template-based Question Answering using Recursive Neural Networks},

author = {Ram G. Athreya and 

Srividya Kona Bansal and 

Axel-Cyrille Ngonga Ngomo and 

Ricardo Usbeck},

url = {https://doi.org/10.1109/ICSC50631.2021.00041},

doi = {10.1109/ICSC50631.2021.00041},

year  = {2021},

date = {2021-01-01},

booktitle = {15th IEEE International Conference on Semantic Computing, ICSC 

2021, Laguna Hills, CA, USA, January 27-29, 2021},

pages = {195--198},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semco/DraschnerLJ21,

title = {DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation 

for RDF Knowledge Graphs},

author = {Carsten Felix Draschner and 

Jens Lehmann and 

Hajira Jabeen},

url = {https://doi.org/10.1109/ICSC50631.2021.00062},

doi = {10.1109/ICSC50631.2021.00062},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {15th IEEE International Conference on Semantic Computing, ICSC 

2021, Laguna Hills, CA, USA, January 27-29, 2021},

pages = {333--336},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/AliB0TMT021,

title = {Improving Inductive Link Prediction Using Hyper-relational Facts},

author = {Mehdi Ali and 

Max Berrendorf and 

Mikhail Galkin and 

Veronika Thost and 

Tengfei Ma and 

Volker Tresp and 

Jens Lehmann},

url = {https://doi.org/10.1007/978-3-030-88361-4_5},

doi = {10.1007/978-3-030-88361-4_5},

year  = {2021},

date = {2021-01-01},

booktitle = {The Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 

ISWC 2021, Virtual Event, October 24-28, 2021, Proceedings},

volume = {12922},

pages = {74--92},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/AvogadroCJR21,

title = {A Framework for Quality Assessment of Semantic Annotations of Tabular 

Data},

author = {Roberto Avogadro and 

Marco Cremaschi and 

Ernesto Jiménez-Ruiz and 

Anisa Rula},

url = {https://doi.org/10.1007/978-3-030-88361-4_31},

doi = {10.1007/978-3-030-88361-4_31},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {The Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 

ISWC 2021, Virtual Event, October 24-28, 2021, Proceedings},

volume = {12922},

pages = {528--545},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/sigir/TahmasebzadehKM21,

title = {GeoWINE: Geolocation based Wiki, Image, News and Event Retrieval},

author = {Golsa Tahmasebzadeh and 

Endri Kacupaj and 

Eric Müller-Budack and 

Sherzod Hakimov and 

Jens Lehmann and 

Ralph Ewerth},

url = {https://doi.org/10.1145/3404835.3462786},

doi = {10.1145/3404835.3462786},

year  = {2021},

date = {2021-01-01},

booktitle = {SIGIR '21: The 44th International ACM SIGIR Conference on Research 

and Development in Information Retrieval, Virtual Event, Canada, July 

11-15, 2021},

pages = {2565--2569},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/um/ElahiMHRITTT21,

title = {Recommending Videos in Cold Start With Automatic Visual Tags},

author = {Mehdi Elahi and 

Farshad Bakhshandegan Moghaddam and 

Reza Hosseini and 

Mohammad Hossein Rimaz and 

Nabil El Ioini and 

Marko Tkalcic and 

Christoph Trattner and 

Tammam Tillo},

url = {https://doi.org/10.1145/3450614.3461687},

doi = {10.1145/3450614.3461687},

year  = {2021},

date = {2021-01-01},

booktitle = {Adjunct Publication of the 29th ACM Conference on User Modeling, 

Adaptation and Personalization, UMAP 2021, Utrecht, The Netherlands, 

June 21-25, 2021},

pages = {54--60},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/wise/BagoziBR21,

title = {A Multi-perspective Model of Smart Products for Designing Web-Based 

Services on the Production Chain},

author = {Ada Bagozi and 

Devis Bianchini and 

Anisa Rula},

url = {https://doi.org/10.1007/978-3-030-91560-5_33},

doi = {10.1007/978-3-030-91560-5_33},

year  = {2021},

date = {2021-01-01},

booktitle = {Web Information Systems Engineering - WISE 2021 - 22nd International 

Conference on Web Information Systems Engineering, WISE 2021, Melbourne, 

VIC, Australia, October 26-29, 2021, Proceedings, Part II},

volume = {13081},

pages = {447--462},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/www/BastosN0MSHK21,

title = {RECON: Relation Extraction using Knowledge Graph Context in a Graph 

Neural Network},

author = {Anson Bastos and 

Abhishek Nadgeri and 

Kuldeep Singh and 

Isaiah Onando Mulang'{}and 

Saeedeh Shekarpour and 

Johannes Hoffart and 

Manohar Kaul},

url = {https://doi.org/10.1145/3442381.3449917},

doi = {10.1145/3442381.3449917},

year  = {2021},

date = {2021-01-01},

booktitle = {WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, 

April 19-23, 2021},

pages = {1673--1685},

publisher = {ACM / IW3C2},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:journals/corr/abs-2109-08295,

title = {Geolog: Scalable Logic Programming on Spatial Data},

author = {Tobias Grubenmann and 

Jens Lehmann},

url = {https://doi.org/10.4204/EPTCS.345.34},

doi = {10.4204/EPTCS.345.34},

year  = {2021},

date = {2021-01-01},

booktitle = {Proceedings 37th International Conference on Logic Programming (Technical 

Communications), ICLP Technical Communications 2021, Porto (virtual 

event), 20-27th September 2021},

volume = {345},

pages = {191--204},

series = {EPTCS},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}