Eingebettete Intelligenz

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1. Georg Rehm; Leonhard Hennig; Julian Moreno Schneider; Fabio Barth; Markus Schröder; Desiree Heim; Daniel Baldassare; Michael Wetzel; René Pietzsch; Harald Sack; Heike Fliegl; Wolfram Horstmann; Sven Hertling; Diego Collarana; Moritz Busch; Daniel Burkhardt; Alan Akbik; Max Ploner; Robert David; Sabine Mahr

   DIN SPEC 91526: Knowledge Graphs for Language Models and Language Models for Knowledge Graphs - Hybrid Applications of symbolic and subsymbolic AI

   DIN Media GmbH, Berlin, 5/2025.

2. Eleftherios Avramidis; Annika Grützner-Zahn; Manuel Brack; Patrick Schramowski; Pedro Ortiz Suarez; Malte Ostendorff; Fabio Barth; Shushen Manakhimova; Vivien Macketanz; Georg Rehm; Kristian Kersting

   Occiglot at WMT24: European open-source large language models evaluated on translation

   In: Philipp Koehn; Barry Haddow; Tom Kocmi; Christof Monz (Hrsg.). Proceedings of the Ninth Conference on Machine Translation. Conference on Machine Translation (WMT-24), located at EMNLP 2024, November 15-16, Miami, Florida, USA, Association for Computational Linguistics, 11/2024.

3. Raia Abu Ahmad; Ekaterina Borisova; Georg Rehm

   FoRC4CL: A Fine-grained Field of Research Classification and Annotated Dataset of NLP Articles

   In: Nicoletta Calzolari; Min-Yen Kan; Veronique Hoste; Alessandro Lenci; Sakti Sakriani; Nianwen Xue (Hrsg.). Proceedings of the Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). International Conference on Language Resources and Evaluation (LREC-2024), May 20-25, Turino, Italy, Italy, European Language Resources Association (ELRA), 5/2024.

4. Raia Abu Ahmad; Ekaterina Borisova; Georg Rehm

   FoRC@NSLP2024: Overview and Insights from the Field of Research Classification Shared Task

   In: Georg Rehm; Sonja Schimmler; Stefan Dietze; Frank Krüger (Hrsg.). Proceedings of the Workshop on Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024). Extended Semantic Web Conference (ESWC-2024), May 26-30, Hersonissos, Greece, Greece, Springer series Lecture Notes in Artificial Intelligence (LNAI), 5/2024.

5. Jilin He; Ekaterina Borisova; Georg Rehm

   Towards a Novel Classification of Table Types in Scholarly Publications

   In: Georg Rehm; Sonja Schimmler; Stefan Dietze; Frank Krüger (Hrsg.). Proceedings of the Workshop on Natural Scientific Language Processing and Research Knowledge Graphs (NSLP 2024). Extended Semantic Web Conference (ESWC-2024), May 26-30, Hersonissos, Greece, Greece, Springer series Lecture Notes in Artificial Intelligence (LNAI), 5/2024.

6. Ekaterina Borisova; Raia Abu Ahmad; Leyla Garcia-Castro; Ricardo Usbeck; Georg Rehm

   Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse

   In: Sophie Henning; Manfred Stede (Hrsg.). Proceedings of The 18th Linguistic Annotation Workshop (LAW-XVIII). Conference of the European Chapter of the Association for Computational Linguistics (EACL), March 17-22, St. Julians, Malta, Pages 29-45, Association for Computational Linguistics, 3/2024.

7. Georg Rehm; Stelios Piperidis; Khalid Choukri; Andrejs Vasiļjevs; Katrin Marheinecke; Victoria Arranz; Aivars Bērziņ¨; Miltos Deligiannis; Dimitris Galanis; Maria Giagkou; Katerina Gkirtzou; Dimitris Gkoumas; Annika Grützner-Zahn; Athanasia Kolovou; Penny Labropoulou; Andis Lagzdiņ¨; Elena Leitner; Valérie Mapelli; Hélène Mazo; Simon Ostermann; Stefania Racioppa; Mickaël Rigault; Leon Voukoutis

   Common European Language Data Space.

   In: Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024). Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING-2024), May 20-25, Turin, Italy, ELRA, 2024.

8. Raia Abu Ahmad; Georg Rehm

   Knowledge Injection for Field of Research Classification and Scholarly Information Processing

   In: SN Computer Science (SNCS), Vol. TBA, Page TBA, Springer, 2024.

9. Martin Courtois; Malte Ostendorff; Leonhard Hennig; Georg Rehm

   Symmetric Dot-Product Attention for Efficient Training of BERT Language Models

   In: The 62nd Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-2024), Findings of the Association for Computational Linguistics, August 11-16, Bangkok, Thailand, Association for Computational Linguistics, 2024.

10. Ekaterina Borisova; Raia Abu Ahmad; Georg Rehm

    Open Science Best Practices in Data Science and Artificial Intelligence

    In: York Sure-Vetter; Carole Goble (Hrsg.). Proceedings of the 1st Conference on Research Data Infrastructure (CoRDI 2023). Conference on Research Data Infrastructure (CoRDI-2023), September 12-14, Karlsruhe, Germany, TIB Open Publishing, 9/2023.

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