@inproceedings{DBLP:conf/coling/AmouzouviSV024,

title = {Knowledge GeoGebra: Leveraging Geometry of Relation Embeddings in 

 Knowledge Graph Completion},

author = {Kossi Amouzouvi and 

 Bowen Song and 

 Sahar Vahdati and 

 Jens Lehmann},

url = {https://aclanthology.org/2024.lrec-main.859},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 Joint International Conference on Computational 

 Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 

 20-25 May, 2024, Torino, Italy},

pages = {9832--9842},

publisher = {ELRA and ICCL},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/esws/LehmannMMORSV24,

title = {Large Language Models for Scientific Question Answering: An Extensive 

 Analysis of the SciQA Benchmark},

author = {Jens Lehmann and 

 Antonello Meloni and 

 Enrico Motta and 

 Francesco Osborne and 

 Diego Reforgiato Recupero and 

 Angelo Antonio Salatino and 

 Sahar Vahdati},

doi = {10.1007/978-3-031-60626-7_11},

year  = {2024},

date = {2024-01-01},

booktitle = {The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, 

 Crete, Greece, May 26-30, 2024, Proceedings, Part I},

volume = {14664},

pages = {199--217},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/LeePF024,

title = {MATTER: Memory-Augmented Transformer Using Heterogeneous Knowledge 

 Sources},

author = {Dongkyu Lee and 

 Chandana Satya Prakash and 

 Jack FitzGerald and 

 Jens Lehmann},

url = {https://aclanthology.org/2024.findings-acl.953},

year  = {2024},

date = {2024-01-01},

booktitle = {Findings of the Association for Computational Linguistics, ACL 2024, 

 Bangkok, Thailand and virtual meeting, August 11-16, 2024},

pages = {16110--16121},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/naacl/ZhaoM0A24,

title = {Enhancing Contextual Understanding in Large Language Models through 

 Contrastive Decoding},

author = {Zheng Zhao and 

 Emilio Monti and 

 Jens Lehmann and 

 Haytham Assem},

url = {https://doi.org/10.18653/v1/2024.naacl-long.237},

doi = {10.18653/V1/2024.NAACL-LONG.237},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 Conference of the North American Chapter of 

 the Association for Computational Linguistics: Human Language Technologies 

 (Volume 1: Long Papers), NAACL 2024, Mexico City, Mexico, June 16-21, 

 2024},

pages = {4225--4237},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/naacl/BouzianiTFLP24,

title = {REXEL: An End-to-end Model for Document-Level Relation Extraction 

 and Entity Linking},

author = {Nacime Bouziani and 

 Shubhi Tyagi and 

 Joseph Fisher and 

 Jens Lehmann and 

 Andrea Pierleoni},

url = {https://doi.org/10.18653/v1/2024.naacl-industry.11},

doi = {10.18653/V1/2024.NAACL-INDUSTRY.11},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 Conference of the North American Chapter of 

 the Association for Computational Linguistics: Human Language Technologies: 

 Industry Track, NAACL 2024, Mexico City, Mexico, June 16-21, 2024},

pages = {119--130},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecai/SafaeiNW0V24,

title = {X-Vent: ICU Ventilation with Explainable Model-Based Reinforcement 

 Learning},

author = {Farhad Safaei and 

 Milos Nenadovic and 

 Jakob Wittenstein and 

 Jens Lehmann and 

 Sahar Vahdati},

doi = {10.3233/FAIA241069},

year  = {2024},

date = {2024-01-01},

booktitle = {ECAI 2024 - 27th European Conference on Artificial Intelligence, 

 19-24 October 2024, Santiago de Compostela, Spain - Including 13th 

 Conference on Prestigious Applications of Intelligent Systems (PAIS 

 2024)},

volume = {392},

pages = {4719--4726},

publisher = {IOS Press},

series = {Frontiers in Artificial Intelligence and Applications},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/WeberTEF00A24,

title = {Investigating Multilingual Instruction-Tuning: Do Polyglot Models 

 Demand for Multilingual Instructions?},

author = {Alexander Arno Weber and 

 Klaudia Thellmann and 

 Jan Ebert and 

 Nicolas Flores{-}Herr and 

 Jens Lehmann and 

 Michael Fromm and 

 Mehdi Ali},

url = {https://aclanthology.org/2024.emnlp-main.1159},

year  = {2024},

date = {2024-01-01},

booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural 

 Language Processing, EMNLP 2024, Miami, FL, USA, November 16-16, 

 2024},

pages = {20829--20855},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semco/MoghaddamLJ23,

title = {ExPAD: An Explainable Distributed Automatic Anomaly Detection Framework 

 over Large KGs},

author = {Farshad Bakhshandegan Moghaddam and 

 Jens Lehmann and 

 Hajira Jabeen},

doi = {10.1109/ICSC56153.2023.00040},

year  = {2023},

date = {2023-01-01},

booktitle = {17th IEEE International Conference on Semantic Computing, ICSC 

 2023, Laguna Hills, CA, USA, February 1-3, 2023},

pages = {204--211},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/NayyeriXMAA0S23,

title = {Knowledge Graph Embeddings using Neural Ito Process: From Multiple 

 Walks to Stochastic Trajectories},

author = {Mojtaba Nayyeri and 

 Bo Xiong and 

 Majid Mohammadi and 

 Mst. Mahfuja Akter and 

 Mirza Mohtashim Alam and 

 Jens Lehmann and 

 Steffen Staab},

url = {https://aclanthology.org/2023.findings-acl.448},

year  = {2023},

date = {2023-01-01},

booktitle = {Findings of the Association for Computational Linguistics: ACL 2023, 

 Toronto, Canada, July 9-14, 2023},

pages = {7165--7179},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/acl/BaekA0H23,

title = {Direct Fact Retrieval from Knowledge Graphs without Entity Linking},

author = {Jinheon Baek and 

 Alham Fikri Aji and 

 Jens Lehmann and 

 Sung Ju Hwang},

doi = {10.18653/v1/2023.acl-long.558},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational 

 Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, 

 July 9-14, 2023},

pages = {10038--10055},

publisher = {Association for Computational Linguistics},

keywords = {Language Models},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/pkdd/SongXAWLV23,

title = {Distinct Geometrical Representations for Temporal and Relational Structures 

 in Knowledge Graphs},

author = {Bowen Song and 

 Chengjin Xu and 

 Kossi Amouzouvi and 

 Maocai Wang and 

 Jens Lehmann and 

 Sahar Vahdati},

doi = {10.1007/978-3-031-43418-1_36},

year  = {2023},

date = {2023-01-01},

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

 - European Conference, ECML PKDD 2023, Turin, Italy, September 

 18-22, 2023, Proceedings, Part III},

volume = {14171},

pages = {601--616},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/ecai/0001FV23,

title = {Language Models as Controlled Natural Language Semantic Parsers for  Knowledge Graph Question Answering},

author = {Jens Lehmann and 

 S\'{e}bastien Ferr\'{e} and 

 Sahar Vahdati},

doi = {10.3233/FAIA230411},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {ECAI 2023 - 26th European Conference on Artificial Intelligence, 

 September 30 - October 4, 2023, Krak\'{o}w, Poland - Including 12th 

 Conference on Prestigious Applications of Intelligent Systems (PAIS 

 2023)},

volume = {372},

pages = {1348--1356},

publisher = {IOS Press},

series = {Frontiers in Artificial Intelligence and Applications},

keywords = {Language Models},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/cikm/MohiuddinAAW00V23,

title = {Retention is All You Need},

author = {Karishma Mohiuddin and 

 Mirza Ariful Alam and 

 Mirza Mohtashim Alam and 

 Pascal Welke and 

 Michael Martin and 

 Jens Lehmann and 

 Sahar Vahdati},

doi = {10.1145/3583780.3615497},

year  = {2023},

date = {2023-01-01},

booktitle = {Proceedings of the 32nd ACM International Conference on Information 

 and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, 

 October 21-25, 2023},

pages = {4752--4758},

publisher = {ACM},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semweb/NayyeriWAARLS23,

title = {Integrating Knowledge Graph Embeddings and Pre-trained Language Models 

 in Hypercomplex Spaces},

author = {Mojtaba Nayyeri and 

 Zihao Wang and 

 Mst. Mahfuja Akter and 

 Mirza Mohtashim Alam and 

 Md. Rashad Al Hasan Rony and 

 Jens Lehmann and 

 Steffen Staab},

doi = {10.1007/978-3-031-47240-4_21},

year  = {2023},

date = {2023-01-01},

booktitle = {The Semantic Web - ISWC 2023 - 22nd International Semantic Web Conference, 

 Athens, Greece, November 6-10, 2023, Proceedings, Part I},

volume = {14265},

pages = {388--407},

publisher = {Springer},

series = {Lecture Notes in Computer Science},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/Ramakrishna00Z23,

title = {INVITE: a Testbed of Automatically Generated Invalid Questions to 

 Evaluate Large Language Models for Hallucinations},

author = {Anil Ramakrishna and 

 Rahul Gupta and 

 Jens Lehmann and 

 Morteza Ziyadi},

url = {https://aclanthology.org/2023.findings-emnlp.360},

year  = {2023},

date = {2023-01-01},

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

 2023, Singapore, December 6-10, 2023},

pages = {5422--5429},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/emnlp/LimkonchotiwatC23,

title = {mReFinED: An Efficient End-to-End Multilingual Entity Linking System},

author = {Peerat Limkonchotiwat and 

 Weiwei Cheng and 

 Christos Christodoulopoulos and 

 Amir Saffari and 

 Jens Lehmann},

url = {https://aclanthology.org/2023.findings-emnlp.1007},

year  = {2023},

date = {2023-01-01},

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

 2023, Singapore, December 6-10, 2023},

pages = {15080--15089},

publisher = {Association for Computational Linguistics},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/aike/MoghaddamLJ23,

title = {Anomaly Detection for Numerical Literals in Knowledge Graphs: A 

 Short Review of Approaches},

author = {Farshad Bakhshandegan Moghaddam and 

 Jens Lehmann and 

 Hajira Jabeen},

doi = {10.1109/AIKE59827.2023.00015},

year  = {2023},

date = {2023-01-01},

booktitle = {Sixth IEEE International Conference on Artificial Intelligence and 

 Knowledge Engineering, AIKE 2023, Laguna Hills, CA, USA, September 

 25-27, 2023},

pages = {46--53},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/semco/MoghaddamLJ22,

title = {DistAD: A Distributed Generic Anomaly Detection Framework over Large  KGs},

author = {Farshad Bakhshandegan Moghaddam and 

 Jens Lehmann and 

 Hajira Jabeen},

url = {https://jens-lehmann.org/files/2022/icsc_dist_ad.pdf},

doi = {10.1109/ICSC52841.2022.00047},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {16th IEEE International Conference on Semantic Computing, ICSC 

 2022, Laguna Hills, CA, USA, January 26-28, 2022},

pages = {243--250},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DBLP:conf/www/XuSX022,

title = {Time-aware Entity Alignment using Temporal Relational Attention},

author = {Chengjin Xu and 

 Fenglong Su and 

 Bo Xiong and 

 Jens Lehmann},

url = {https://jens-lehmann.org/files/2022/webconf_temporal_entity_alignment.pdf},

doi = {10.1145/3485447.3511922},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, 

 April 25 - 29, 2022},

pages = {788--797},

publisher = {ACM},

keywords = {Representation Learning in Knowledge Graphs},

pubstate = {published},

tppubtype = {inproceedings}

}