Andreas Madsen

According to our database, Andreas Madsen authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

"Why This Avoidance Maneuver?" Contrastive Explanations in Human-Supervised Maritime Autonomous Navigation.

Joel Jose, Andreas Madsen, Andreas Brandsæter, Tor Arne Johansen, Erlend M. Coates

CoRR, April, 2026

2024

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing.

Andreas Madsen

CoRR, 2024

Interpretability Needs a New Paradigm.

Andreas Madsen, Himabindu Lakkaraju, Siva Reddy, Sarath Chandar

CoRR, 2024

Faithfulness Measurable Masked Language Models.

Andreas Madsen, Siva Reddy, Sarath Chandar

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Data Interface for an Interactable Ship Bridge towards Maritime Autonomous Surface Ships at Human-in-the-loop Levels.

Baiheng Wu, Lars Ivar Hatledal, Andreas Madsen, Tongtong Wang, Andreas Brandsæter, Ottar L. Osen

Proceedings of the 4th IEEE International Conference on Human-Machine Systems, 2024

Are self-explanations from Large Language Models faithful?

Andreas Madsen, Sarath Chandar, Siva Reddy

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Post-hoc Interpretability for Neural NLP: A Survey.

Andreas Madsen, Siva Reddy, Sarath Chandar

ACM Comput. Surv., 2023

2022

Evaluating the Faithfulness of Importance Measures in NLP by Recursively Masking Allegedly Important Tokens and Retraining.

Andreas Madsen, Nicholas Meade, Vaibhav Adlakha, Siva Reddy

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

2020

Neural Arithmetic Units.

Andreas Madsen, Alexander Rosenberg Johansen

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Measuring Arithmetic Extrapolation Performance.

Andreas Madsen, Alexander Rosenberg Johansen

CoRR, 2019