| What do we want from Explainable Artificial Intelligence (XAI)? – A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research M Langer, D Oster, T Speith, H Hermanns, L Kästner, E Schmidt, A Sesing, ... Artificial Intelligence, 2021 | 822 | 2021 |
| Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions L Longo, M Brcic, F Cabitza, J Choi, R Confalonieri, J Del Ser, R Guidotti, ... Information Fusion 106, 102301, 2024 | 606 | 2024 |
| A review of taxonomies of explainable artificial intelligence (XAI) methods T Speith Proceedings of the 2022 ACM conference on fairness, accountability, and …, 2022 | 473 | 2022 |
| Exploring explainability: a definition, a model, and a knowledge catalogue L Chazette, W Brunotte, T Speith 2021 IEEE 29th international requirements engineering conference (RE), 197-208, 2021 | 191 | 2021 |
| Explainability as a non-functional requirement MA Köhl, K Baum, M Langer, D Oster, T Speith, D Bohlender 2019 IEEE 27th international requirements engineering conference (RE), 363-368, 2019 | 187 | 2019 |
| From Responsibility to Reason-Giving Explainable Artificial Intelligence K Baum, S Mantel, E Schmidt, T Speith Philosophy and Technology 35 (1), 1-30, 2022 | 123 | 2022 |
| On the relation of trust and explainability: Why to engineer for trustworthiness L Kästner, M Langer, V Lazar, A Schomäcker, T Speith, S Sterz 2021 IEEE 29th international requirements engineering conference workshops …, 2021 | 116 | 2021 |
| Spare me the details: How the type of information about automated interviews influences applicant reactions M Langer, K Baum, CJ König, V Hähne, D Oster, T Speith International Journal of Selection and Assessment 29 (2), 154-169, 2021 | 73 | 2021 |
| Revisiting the performance-explainability trade-off in explainable artificial intelligence (XAI) B Crook, M Schlüter, T Speith 2023 IEEE 31st International Requirements Engineering Conference Workshops …, 2023 | 66 | 2023 |
| Explainability auditing for intelligent systems: a rationale for multi-disciplinary perspectives M Langer, K Baum, K Hartmann, S Hessel, T Speith, J Wahl 2021 IEEE 29th international requirements engineering conference workshops …, 2021 | 44 | 2021 |
| Explainable software systems: from requirements analysis to system evaluation L Chazette, W Brunotte, T Speith Requirements Engineering 27 (4), 457-487, 2022 | 43 | 2022 |
| Quo vadis, explainability?–A research roadmap for explainability engineering W Brunotte, L Chazette, V Klös, T Speith international working conference on requirements engineering: foundation for …, 2022 | 37 | 2022 |
| A new perspective on evaluation methods for explainable artificial intelligence (XAI) T Speith, M Langer 2023 IEEE 31st International Requirements Engineering Conference Workshops …, 2023 | 34 | 2023 |
| Conceptualizing understanding in explainable artificial intelligence (XAI): an abilities-based approach T Speith, B Crook, S Mann, A Schomäcker, M Langer Ethics and Information Technology 26 (2), 40, 2024 | 24 | 2024 |
| From Machine Ethics to Machine Explainability and Back K Baum, H Hermanns, T Speith ISAIM, 2018 | 24 | 2018 |
| Towards a framework combining machine ethics and machine explainability K Baum, H Hermanns, T Speith arXiv preprint arXiv:1901.00590, 2019 | 20 | 2019 |
| Mapping the Potential of Explainable AI for Fairness Along the AI Lifecycle L Deck, A Schomäcker, T Speith, J Schöffer, L Kästner, N Kühl European Workshop on Algorithmic Fairness 2024, 2024 | 19* | 2024 |
| The x factor: On the relationship between user experience and explainability H Deters, J Droste, A Hess, V Klös, K Schneider, T Speith, A Vogelsang Proceedings of the 13th Nordic Conference on Human-Computer Interaction, 1-12, 2024 | 18 | 2024 |
| How to Evaluate Explainability?–A Case for Three Criteria T Speith 2022 IEEE 30th International Requirements Engineering Conference Workshops …, 2022 | 18 | 2022 |
| Sources of opacity in computer systems: Towards a comprehensive taxonomy S Mann, B Crook, L Kästner, A Schomäcker, T Speith 2023 IEEE 31st International Requirements Engineering Conference Workshops …, 2023 | 15 | 2023 |
Markus LangerProfessor of Work and Organizational Psychology, University of Freiburg, Department of PsychologyVerified email at psychologie.uni-freiburg.de
