Publications

2025

Daniel Christoph, Max Ploner, Patrick Haller, Alan Akbik (2025): From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts . In First Workshop on Large Language Model Memorization

Sebastian Pohl, Max Ploner, Alan Akbik (2025): Towards a Principled Evaluation of Knowledge Editors . In First Workshop on Large Language Model Memorization

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 (2025): DIN SPEC 91526:2025-05, Wissensgraphen für Sprachmodelle und Sprachmodelle für Wissensgraphen - Hybride Anwendungen symbolischer und subsymbolischer KI; Text Englisch .

Lukas Garbas, Max Ploner, Alan Akbik (2025): TransformerRanker: A Tool for Efficiently Finding the Best-Suited Language Models for Downstream Classification Tasks . In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (System Demonstrations)

Jonas Golde, Patrick Haller, Max Ploner, Fabio Barth, Nicolaas Jedema, Alan Akbik (2025): Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data . In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)

Max Ploner, Jacek Wiland, Sebastian Pohl, Alan Akbik (2025): LM-Pub-Quiz: A Comprehensive Framework for Zero-Shot Evaluation of Relational Knowledge in Language Models . In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (System Demonstrations)

2024

Solveig Steinhardt, Maria Ott, Valeria Becattini, David Bierbach, Oliver Brock, Michael Brück, Dimitri Coelho Mollo, Tobias Drewlani, Mathis Kaiser, Lujain Kretzschmar, Max Ploner, Ulrike Scherer, Christoph Schutz (2024): Science of Intelligence Cluster Report 2024 .

Lukas Garbaciauskas, Max Ploner, Alan Akbik (2024): Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks . In Findings of the Association for Computational Linguistics: ACL 2024

Jacek Wiland, Max Ploner, Alan Akbik (2024): BEAR: A Unified Framework for Evaluating Relational Knowledge in Causal and Masked Language Models . In Findings of the Association for Computational Linguistics: NAACL 2024

Max Ploner, Alan Akbik (2024): Parameter-Efficient Fine-Tuning: Is There An Optimal Subset of Parameters to Tune? . In Findings of the Association for Computational Linguistics: EACL 2024

2021

Luis Müller, Max Ploner, Thomas Goerttler, Klaus Obermayer (2021): An Interactive Introduction to Model-Agnostic Meta-Learning . In 4th Workshop on Visualization for AI Explainability

* Shared first authorship

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