Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning. - Philipp Mondorf; Barbara Plank (ACL (1), 2024)

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models. - Philipp Mondorf; Barbara Plank (EMNLP, 2024)

Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models - A Survey. - Philipp Mondorf; Barbara Plank (CoRR, 2024)

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks. - Anna Bavaresco; Raffaella Bernardi; Leonardo Bertolazzi; Desmond Elliott; Raquel Fernández; Albert Gatt; Esam Ghaleb; Mario Giulianelli; Michael Hanna 001; Alexander Koller; André F. T. Martins; Philipp Mondorf; et al. (CoRR, 2024)

Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination. - Qiqi Chen; Xinpeng Wang 003; Philipp Mondorf; Michael A. Hedderich; Barbara Plank (CoRR, 2024)

Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models. - Philipp Mondorf; Sondre Wold; Barbara Plank (ACL (1), 2025)

The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It. - Leonardo Bertolazzi; Philipp Mondorf; Barbara Plank; Raffaella Bernardi (CoRR, 2025)

Enabling Systematic Generalization in Abstract Spatial Reasoning through Meta-Learning for Compositionality. - Philipp Mondorf; Shijia Zhou; Monica Riedler; Barbara Plank (CoRR, 2025)

Grokking ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior. - Florian Eichin; Yupei Du; Philipp Mondorf; Barbara Plank; Michael A. Hedderich (CoRR, 2025)

Reason to Rote: Rethinking Memorization in Reasoning. - Yupei Du; Philipp Mondorf; Silvia Casola; Yuekun Yao; Robert Litschko; Barbara Plank (CoRR, 2025)