Elisa Nguyen

According to our database, Elisa Nguyen authored at least 10 papers between 2020 and 2024.

Collaborative distances:

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

2024

Towards User-Focused Research in Training Data Attribution for Human-Centered Explainable AI.

Elisa Nguyen, Johannes Bertram, Evgenii Kortukov, Jean Y. Song, Seong Joon Oh

CoRR, 2024

Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts.

Evgenii Kortukov, Alexander Rubinstein, Elisa Nguyen, Seong Joon Oh

CoRR, 2024

2023

From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI.

Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert

ACM Comput. Surv., 2023

Exploring Practitioner Perspectives On Training Data Attribution Explanations.

Elisa Nguyen, Evgenii Kortukov, Jean Y. Song, Seong Joon Oh

CoRR, 2023

Trustworthy Machine Learning.

Bálint Mucsányi, Michael Kirchhof, Elisa Nguyen, Alexander Rubinstein, Seong Joon Oh

CoRR, 2023

A Bayesian Perspective On Training Data Attribution.

Elisa Nguyen, Minjoon Seo, Seong Joon Oh

CoRR, 2023

A Bayesian Approach To Analysing Training Data Attribution In Deep Learning.

Elisa Nguyen, Minjoon Seo, Seong Joon Oh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Feature Attribution Explanations for Spiking Neural Networks.

Elisa Nguyen, Meike Nauta, Gwenn Englebienne, Christin Seifert

Proceedings of the 5th IEEE International Conference on Cognitive Machine Intelligence, 2023

2020

Pokérator - Unveil your inner Pokémon.

Dominique Geissler, Elisa Nguyen, Daphne Theodorakopoulos, Lorenzo Gatti

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports.

Elisa Nguyen, Daphne Theodorakopoulos, Shreyasi Pathak, Jeroen Geerdink, Onno Vijlbrief, Maurice van Keulen, Christin Seifert

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020