Publications

Niklas Deckers, and Martin Potthast. WARC-DL: Scalable Web Archive Processing for Deep Learning. 2022. [PUMA: Archive Processing Scalable WARC-DL xack learning deep web] URL

Chengjin Xu, Fenglong Su, Bo Xiong, and Jens Lehmann. Time-aware Entity Alignment using Temporal Relational Attention. Proceedings of the ACM Web Conference 2022, 788–797, Association for Computing Machinery, New York, NY, USA, Apr 25, 2022. [PUMA: Alignment Attention Entity Relational Temporal Time-aware xack] URL

Jonas Karge, and Sebastian Rudolph. The More the Worst-Case-Merrier: A Generalized Condorcet Jury Theorem for Belief Fusion. Proceedings of the Nineteenth International Conference on Principles of Knowledge Representation and Reasoning, 205–214, International Joint Conferences on Artificial Intelligence Organization, July 2022. [PUMA: Belief Condorcet Fusion Generalized Jury Theorem Worst-Case-Merrier xack] URL

Cedric Möller, Jens Lehmann, and Ricardo Usbeck. Survey on English Entity Linking on Wikidata: Datasets and approaches. In Julia Bosque-Gil, Milan Dojchinovski, Philipp Cimiano, Julia Bosque-Gil, Philipp Cimiano, and Milan Dojchinovski (Eds.), Semantic Web, (13)6:925–966, SAGE Publications, September 2022. [PUMA: Datasets English Entity Linking Survey Wikidata: approaches xack] URL

Md Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri, Ricardo Usbeck, and Jens Lehmann. RoMe: A Robust Metric for Evaluating Natural Language Generation. In Smaranda Muresan, Preslav Nakov, and Aline Villavicencio (Eds.), Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 5645--5657, Association for Computational Linguistics, Dublin, Ireland, May 2022. [PUMA: Evaluating Generation Language Metric Natural Robust xack] URL

Bärbel Hanle, Frank Loebe, Patryk Burek, and Heinrich Herre. Balls and Universal Space in GFO.. JOWO, 2023. [PUMA: GFO Top-level metric of ontology space universal xack]

Dianzhao Li, and Ostap Okhrin. A platform-agnostic deep reinforcement learning framework for effective Sim2Real transfer towards autonomous driving. Commun Eng, (3)1:147, Springer Science and Business Media LLC, October 2024. [PUMA: Sim2Real autonomous deep driving framework learning platform-agnostic reinforcement xack]

Sunna Torge, Waldemar Hahn, Lalith Manjunath, and René Jäkel. Named Entity Recognition for Specific Domains - Take Advantage of Transfer Learning. International Journal of Information Science and Technology, Vol 6 No 3 (2022), International Journal of Information Science and Technology, 2022. [PUMA: Advantage Domains Entity Recognition Specific Transfer xack learning] URL

Lucía Gómez Álvarez, Sebastian Rudolph, and Hannes Strass. Modelling Multiple Perspectives by Standpoint-Enhanced DLs (Extended Abstract). In Ofer Arieli, Martin Homola, Jean Christoph Jung, and Marie-Laure Mugnier (Eds.), Proceedings of the 35th International Workshop on Description Logics (DL 2022) co-located with Federated Logic Conference (FLoC 2022), Haifa, Israel, August 7th to 10th, 2022, (3263)CEUR-WS.org, 2022. [PUMA: DLs Modelling Multiple Perspectives xack Standpoint-Enhanced] URL

Tobias Schüler, Stephan Mennicke, and Malte Lochau. Abstract domains for database manipulating processes. 2023. [PUMA: Abstract database domains manipulating processes xack]

Martin Bogdan. Learning algorithms for spiking neural networks: should one use learning algorithms from ANN/DL or neurological plausible learning? - A thought-provoking impulse. XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja), 201--207, Servizo de Publicacións da UDC, September 2022. [PUMA: algorithms learning networks neural neurological plausible spiking xack]

Kushal Ramakrishna, Attila Cangi, Jan Vorberger, Andrew Baczewski, Mani Lokamani, and None Team. Electrical Conductivity of Iron in Earth’s Core from Microscopic Ohm’s Law. (2022)2022. [PUMA: imported xack]

Mojtaba Nayyeri, Sahar Vahdati, Md Tansen Khan, Mirza Mohtashim Alam, Lisa Wenige, Andreas Behrend, and Jens Lehmann. Dihedron Algebraic Embeddings for Spatio-Temporal Knowledge Graph Completion. In Paul Groth, Maria-Esther Vidal, Fabian Suchanek, Pedro Szekley, Pavan Kapanipathi, Catia Pesquita, Hala Skaf-Molli, and Minna Tamper (Eds.), The Semantic Web, 253--269, Springer International Publishing, Cham, 2022. [PUMA: imported xack]

Md Rashad Al Hasan Rony, Ricardo Usbeck, and Jens Lehmann. DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation. 2557-2571, January 2022. [PUMA: imported xack]

Raven Beutner, David Carral, Bernd Finkbeiner, Jana Hofmann, and Markus Krötzsch. Deciding Hyperproperties Combined with Functional Specifications. Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science, 1–13, Association for Computing Machinery, New York, NY, USA, Aug 4, 2022. [PUMA: imported xack] URL

Md Rashad Al Hasan Rony, Ying Zuo, Liubov Kovriguina, Roman Teucher, and Jens Lehmann. Climate Bot: A Machine Reading Comprehension System for Climate Change Question Answering. Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 5249–5252, International Joint Conferences on Artificial Intelligence Organization, July 2022. [PUMA: imported xack] URL

Piotr Ostropolski-Nalewaja, Jerzy Marcinkowski, David Carral, and Sebastian Rudolph. A Journey to the Frontiers of Query Rewritability. In Leonid Libkin, and Pablo Barceló (Eds.), Proceedings of the 41st Symposium on Principles of Database Systems (PODS'22), 359-367, ACM, June 2022. [PUMA: imported xack]

Somnath Dutta, Benjamin Russig, and Stefan Gumhold. 3D Point Set Registration based on Hierarchical Descriptors. Journal of WSCG, (30):44-53, August 2022. [PUMA: imported xack]

Wiebke Günther, Oana-Iuliana Popescu, Martin Rabel, Urmi Ninad, Andreas Gerhardus, and Jakob Runge. Causal discovery with endogenous context variables. 2024. [PUMA: imported xack] URL

Daniel Obraczka, and Erhard Rahm. Comparing Symbolic and Embedding-Based Approaches for Relational Blocking. In Mehwish Alam, Marco Rospocher, Marieke van Erp, Laura Hollink, and Genet Asefa Gesese (Eds.), Knowledge Engineering and Knowledge Management - 24th International Conference, EKAW 2024, Amsterdam, The Netherlands, November 26-28, 2024, Proceedings, (15370):155--173, Springer, 2024. [PUMA: imported xack] URL