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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