Publications

Olga Zagovora; Talisa Schwall; Katrin Weller

Amplifying Academic Research through YouTube: Engagement Metrics as Predictors of Citation Impact

In: Companion Publication of the 16th ACM Web Science Conference. Web Science Conference (WebSci), New York, NY, USA, Websci Companion '24, ISBN 9798400704536, Association for Computing Machinery, 2024.

Bernhard Vogginger; Amirhossein Rostami; Vaibhav Jain; Sirine Arfa; Andreas Hantsch; David Kappel; Michael Schäfer; Ulrike Faltings; Hector A. Gonzalez; Chen Liu; Christian Mayr; Wolfgang Maaß

Neuromorphic hardware for sustainable AI data centers

-, arXiv, 6/2024.

Alexander Tornede; Difan Deng; Theresa Eimer; Joseph Giovanelli; Aditya Mohan; Tim Ruhkopf; Sarah Segel; Daphne Theodorakopoulos; Tanja Tornede; Henning Wachsmuth; Marius Lindauer

AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks

In: Cedric Archambeau (Hrsg.). Transactions on Machine Learning Research (TMLR), Vol. 02/2024, Pages 1-31, JMLR, 2/2024.

Shishir Muralidhara; Saqib Bukhari; Georg Schneider; Didier Stricker; René Schuster

CLEO: Continual Learning of Evolving Ontologies

In: European Conference on Computer Vision. European Conference on Computer Vision (ECCV-2024), September 29 - October 4, Mailand, Germany, Springer, 2024.

Ilira Troshani; Thiago Gouvea; Daniel Sonntag

Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring

In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable Sustainability, Human-Centered Green Technology for Community-wide Carbon Reduction, located at ACM CHI 2024, May 11, Honolulu, HI, USA, ISBN 979-8-4007-0331-7, ACM, New York, USA, 5/2024.

Lisa Grewenig; Alexander Winzig; Ralph Bergmann

Towards a Case-Based Support for Responding Emergency Calls

In: Juan A. Recio-Garcia; Mauricio G. Orozco-del-Castillo; Derek Bridge (Hrsg.). Case-Based Reasoning Research and Development. International Conference on Case-Based Reasoning (ICCBR), July 1-4, Merida, Mexico, Pages 273-288, ISBN 978-3-031-63646-2, Springer Nature Switzerland, 2024.

Aleksandra Gabryszak; Daniel Röder; Arne Björn Binder; Luca Sion; Leonhard Hennig

Enhancing Editorial Tasks: A Case Study on Rewriting Customer Help Page Contents Using Large Language Models

In: Proceedings of the 17th International Natural Language Generation Conference. International Natural Language Generation Conference (INLG-2024), Tokyo, Japan, Association for Computational Linguistics, 2024.

Mohammed Bin Sumait; Aleksandra Gabryszak; Leonhard Hennig; Roland Roller

Factuality Detection using Machine Translation -- a Use Case for German Clinical Text

In: Munir Georges; Aaricia Herygers; Annemarie Friedrich; Benjamin Roth (Hrsg.). Proceedings of the 19th Conference on Natural Language Processing (KONVENS 2023). Conference on Natural Language Processing (KONVENS-2023), September 18-22, Ingolstadt, Germany, Pages 85-92, Association for Computational Lingustics, 2023.

Brian Pickering; Roland Roller; Holmer Hemsen; Gerrit J. Noordergraaf; Igor Paulussen; Alyssa Venema

Technology in Healthcare: Introduction, Clinical Impacts, Workflow Improvement, Structuring and Assessment

Now Publishers, Inc. 2024.

Lisa Raithel; Hui-Syuan Yeh; Shuntaro Yada; Cyril Grouin; Thomas Lavergne; Aurélie Névéol; Patrick Paroubek; Philippe Thomas; Tomohiro Nishiyama; Sebastian Möller; Eiji Aramaki; Yuji Matsumoto; Roland Roller; Pierre Zweigenbaum

A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages

In: Nicoletta Calzolari; Min-Yen Kan; Veronique Hoste; Alessandro Lenci; Sakriani Sakti; Nianwen Xue (Hrsg.). 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, Torino, Italy, Pages 395-414, ELRA and ICCL, 2024.