CV

GIM: Improved Interpretability for Large Language Models
Joakim Edin, Róbert Csordás, Tuukka Ruotsalo, Zhengxuan Wu, Maria Maistro, Casper Christensen, Jing Huang, Lars Maaløe.
Preprint

Code Like Humans: A Multi-Agent Solution for Medical Coding
Andreas Motzfeldt, Joakim Edin, Casper L. Christensen, Christian Hardmeier, Lars Maaløe, Anna Rogers.
Findings of the Association for Computational Linguistics: EMNLP 2025

Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attribution Explainability
Joakim Edin, Andreas Geert Motzfeldt, Casper L. Christensen, Tuukka Ruotsalo, Lars Maaløe, Maria Maistro.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025)

An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records
Joakim Edin, Maria Maistro, Lars Maaløe, Jakob D Havtorn, Lasse Borgholt, Tuukka Ruotsalo.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study
Joakim Edin, Alexander Junge, Jakob D Havtorn, Lasse Borgholt, Maria Maistro, Tuukka Ruotsalo, Lars Maaløe.
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval.

Self-supervised speech representation learning: A review
Abdelrahman Mohamed, Hung-yi Lee, Lasse Borgholt, Jakob D Havtorn, Joakim Edin, Christian Igel, Katrin Kirchhoff, Shang-Wen Li, Karen Livescu, Lars Maaløe, Tara N Sainath, Shinji Watanabe.
IEEE Journal of Selected Topics in Signal Processing.

A brief overview of unsupervised neural speech representation learning
Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin, Lars Maaløe, Christian Igel.
AAAI 2022 workshop: The 2nd Workshop on Self-supervised Learning for Audio and Speech Processing.

MultiQT: Multimodal learning for real-time question tracking in speech
Jakob D Havtorn, Jan Latko, Joakim Edin, Lasse Borgholt, Lars Maaløe, Lorenzo Belgrano, Nicolai F Jacobsen, Regitze Sdun, Željko Agić.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020).

Research Principal
Corti
August 2022 - Present

Machine Learning Principal
Corti
June 2021 - August 2022

Machine Learning Engineer
Corti
September 2020 - June 2021

Junior Machine Learning Engineer
Corti
September 2019 - September 2020

Clinical Visiting Researcher
Stanford University, School of Medicine
February 2019 - July 2020

Doctor of Philosophy (Ph.D.), Machine Learning
University of Copenhagen
August 2022 - August 2025

Master in Biomedical Engineering (Honours Program)
Technical University of Denmark
September 2017 - June 2019

Bachelour in Biomedical Engineering
Technical University of Denmark
September 2014 - June 2017