Joakim Edin

4 papers · 2020–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ACL (2) EMNLP (2)

Top co-authors

Lars Maaløe (4) Andreas Geert Motzfeldt (2) Casper L. Christensen (2) Maria Maistro (2) Tuukka Ruotsalo (2) Lasse Borgholt (2) Jakob Drachmann Havtorn (1) Jan Latko (1) Regitze Sdun (1) Anna Rogers (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (2) Natural Language Processing (2) Application Areas (2) Healthcare & Medicine (1) Applications (1) Clinical (1) Learning Paradigms (1) Learning Types (1) Resources & Methods (1)

Keywords

medical coding (2) adversarial robustness (1) sequence labeling (1) speech recognition (1) multimodal learning (1) explainable ai (1) adversarial training (1) feature attribution (1) real-time processing (1) language model (1) electronic health record (1) clinical note (1) explanation method (1) faithfulness metric (1) question detection (1) large language model (1) multi-agent system (1) icd-10 coding (1) cross-model evaluation (1) unsupervised learning (1)

Papers

Code Like Humans: A Multi-Agent Solution for Medical Coding EMNLP 2025 Normalized AOPC: Fixing Misleading Faithfulness Metrics for Feature Attributions Explainability ACL 2025 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 MultiQT: Multimodal learning for real-time question tracking in speech ACL 2020