Publications

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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.
Patrick Schramowski; Manuel Brack; Björn Deiseroth; Kristian Kersting
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models
In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023. International Conference on Computer Vision and Pattern Recognition (CVPR-2023), June 18-22, Vancouver, BC, Canada, 2023.
Felix Friedrich; Wolfgang Stammer; Patrick Schramowski; Kristian Kersting
A typology for exploring the mitigation of shortcut behaviour
In: Nature Machine Intelligence, Vol. 5, No. 3, Pages 319-330, Springer, 2023.
Hikaru Shindo; Viktor Pfanschilling; Devendra Singh Dhami; Kristian Kersting
(alpha)ILP: thinking visual scenes as differentiable logic programs
In: Machine Learning, Vol. 112, No. 5, Pages 1465-1497, Springer, 2023.
Sriraam Natarajan; Kristian Kersting
Never Ending Reasoning and Learning: Opportunities and Challenges
In: Martin Mundt; Keiland W. Cooper; Devendra Singh Dhami; Adéle Ribeiro; James Seale Smith; Alexis Bellot; Tyler L. Hayes (Hrsg.). AAAI Bridge Program on Continual Causality. AAAI Conference on Artificial Intelligence (AAAI-2023), February 7-8, Washington, DC, USA, Pages 71-74, Proceedings of Machine Learning Research, Vol. 208, PMLR, 2023.
Katharina Hämmerl; Björn Deiseroth; Patrick Schramowski; Jindrich Libovický; Constantin A. Rothkopf; Alexander Fraser; Kristian Kersting
Speaking Multiple Languages Affects the Moral Bias of Language Models
In: Anna Rogers; Jordan L. Boyd-Graber; Naoaki Okazaki (Hrsg.). Findings of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL), Pages 2137-2156, Association for Computational Linguistics, 2023.
Nandini Ramanan; Phillip Odom; Kristian Kersting; Sriraam Natarajan
Active Feature Acquisition via Human Interaction in Relational domains
In: Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD). Joint International Conference on Data Science & Management of Data (CODS-COMAD-23), January 4-7, Mumbai, India, Pages 70-78, ISBN 978-1-4503-9797-1, ACM, New York, NY, United States, 2023.
Felix Friedrich; David Steinmann; Kristian Kersting
One Explanation Does Not Fit XIL
In: Krystal Maughan; Rosanne Liu; Thomas F. Burns (Hrsg.). The First Tiny Papers Track at ICLR 2023. International Conference on Learning Representations (ICLR-2023), May 1-5, Kigali, Rwanda, OpenReview.net, 2023.
Manuel Brack; Patrick Schramowski; Björn Deiseroth; Kristian Kersting
ILLUME: Rationalizing Vision-Language Models through Human Interactions
In: Andreas Krause; Emma Brunskill; Kyunghyun Cho; Barbara Engelhardt; Sivan Sabato; Jonathan Scarlett (Hrsg.). International Conference on Machine Learning. International Conference on Machine Learning (ICML-2023), July 23-29, Honolulu, Hawaii, USA, Pages 3021-3037, Proceedings of Machine Learning Research, Vol. 202, PMLR, 2023.
Jingyuan Sha; Hikaru Shindo; Kristian Kersting; Devendra Singh Dhami
Neural-Symbolic Predicate Invention: Learning Relational Concepts from Visual Scenes
In: Artur S. d'Avila Garcez; Tarek R. Besold; Marco Gori; Ernesto Jiménez-Ruiz (Hrsg.). Proceedings of the 17th International Workshop on Neural-Symbolic Learning and Reasoning. International Workshop on Neural-Symbolic Learning and Reasoning (NeSy), July 3-5, Italy, Pages 103-117, CEUR Workshop Proceedings, Vol. 3432, CEUR-WS.org, 2023.