From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable ai M Nauta, J Trienes, S Pathak, E Nguyen, M Peters, Y Schmitt, ... ACM Computing Surveys 55 (13s), 1-42, 2023 | 469 | 2023 |
A bayesian approach to analysing training data attribution in deep learning E Nguyen, M Seo, SJ Oh Advances in Neural Information Processing Systems 36, 64155-64180, 2023 | 16* | 2023 |
A hybrid text classification and language generation model for automated summarization of dutch breast cancer radiology reports E Nguyen, D Theodorakopoulos, S Pathak, J Geerdink, O Vijlbrief, ... 2020 IEEE second international conference on cognitive machine intelligence …, 2020 | 15 | 2020 |
Pokérator-unveil your inner Pokémon D Geissler, E Nguyen, D Theodorakopoulos, L Gatti 11th International Conference on Computational Creativity, ICCC 2020, 500-503, 2020 | 6 | 2020 |
Trustworthy machine learning B Mucsányi, M Kirchhof, E Nguyen, A Rubinstein, SJ Oh arXiv preprint arXiv:2310.08215, 2023 | 5 | 2023 |
Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents E Kortukov, A Rubinstein, E Nguyen, SJ Oh arXiv preprint arXiv:2404.16032, 2024 | 4* | 2024 |
Temporal spike attribution: A local feature-based explanation for temporally coded spiking neural networks E Nguyen University of Twente, 2021 | 4 | 2021 |
Towards user-focused research in training data attribution for human-centered explainable ai E Nguyen, J Bertram, E Kortukov, JY Song, SJ Oh arXiv preprint arXiv:2409.16978, 2024 | 3 | 2024 |
Exploring practitioner perspectives on training data attribution explanations E Nguyen, E Kortukov, JY Song, SJ Oh arXiv preprint arXiv:2310.20477, 2023 | 2 | 2023 |
Social Science Is Necessary for Operationalizing Socially Responsible Foundation Models A Davies, E Nguyen, M Simeone, E Johnston, M Gubri arXiv preprint arXiv:2412.16355, 2024 | | 2024 |
Feature Attribution Explanations for Spiking Neural Networks E Nguyen, M Nauta, G Englebienne, C Seifert 2023 IEEE 5th International Conference on Cognitive Machine Intelligence …, 2023 | | 2023 |