Stephanie Brandl

According to our database, Stephanie Brandl authored at least 21 papers between 2015 and 2024.

Collaborative distances:

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

2024

Comparing zero-shot self-explanations with human rationales in multilingual text classification.

Stephanie Brandl, Oliver Eberle

CoRR, 2024

Llama meets EU: Investigating the European political spectrum through the lens of LLMs.

Ilias Chalkidis, Stephanie Brandl

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Short Papers, 2024

Evaluating Webcam-based Gaze Data as an Alternative for Human Rationale Annotations.

Stephanie Brandl, Oliver Eberle, Tiago Ribeiro, Anders Søgaard, Nora Hollenstein

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Domain-Specific Word Embeddings with Structure Prediction.

David Lassner, Stephanie Brandl, Anne Baillot, Shinichi Nakajima

Trans. Assoc. Comput. Linguistics, 2023

On the Interplay between Fairness and Explainability.

Stephanie Brandl, Emanuele Bugliarello, Ilias Chalkidis

CoRR, 2023

WebQAmGaze: A Multilingual Webcam Eye-Tracking-While-Reading Dataset.

Tiago Ribeiro, Stephanie Brandl, Anders Søgaard, Nora Hollenstein

CoRR, 2023

Rather a Nurse than a Physician - Contrastive Explanations under Investigation.

Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Evaluating Bias and Fairness in Gender-Neutral Pretrained Vision-and-Language Models.

Laura Cabello, Emanuele Bugliarello, Stephanie Brandl, Desmond Elliott

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns.

Stephanie Brandl, Ruixiang Cui, Anders Søgaard

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Every word counts: A multilingual analysis of individual human alignment with model attention.

Stephanie Brandl, Nora Hollenstein

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Evaluating Deep Taylor Decomposition for Reliability Assessment in the Wild.

Stephanie Brandl, Daniel Hershcovich, Anders Søgaard

Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Textexplorationen in der digitalen Literaturwissenschaft - Eine kritische und angewandte Auseinandersetzung mit Repräsentations- und Interpretationsansätzen von Text.

Stephanie Brandl, David Lassner, Cora Krömer, Anne Baillot

Proceedings of the 8. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2022

Challenges and Strategies in Cross-Cultural NLP.

Daniel Hershcovich, Stella Frank, Heather C. Lent, Miryam de Lhoneux, Mostafa Abdou, Stephanie Brandl, Emanuele Bugliarello, Laura Cabello Piqueras, Ilias Chalkidis, Ruixiang Cui, Constanza Fierro, Katerina Margatina, Phillip Rust, Anders Søgaard

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?

Oliver Eberle, Stephanie Brandl, Jonas Pilot, Anders Søgaard

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Applications of machine learning in dynamic settings: from computational neuroscience to natural language processing.

Stephanie Brandl

PhD thesis, 2021

2020

Balancing the composition of word embeddings across heterogenous data sets.

Stephanie Brandl, David Lassner, Maximilian Alber

CoRR, 2020

Bias in Datensätzen und ML-Modellen: Erkennung und Umgang in den DH.

David Lassner, Stephanie Brandl, Louisa Guy, Anne Baillot

Proceedings of the 7. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2020

2019

Times Are Changing: Investigating the Pace of Language Change in Diachronic Word Embeddings.

Stephanie Brandl, David Lassner

Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019

2016

Alternative CSP approaches for multimodal distributed BCI data.

Stephanie Brandl, Klaus-Robert Müller, Wojciech Samek

Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016

2015

Bringing BCI into everyday life: Motor imagery in a pseudo realistic environment.

Stephanie Brandl, Johannes Höhne, Klaus-Robert Müller, Wojciech Samek

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Robust common spatial patterns based on Bhattacharyya distance and Gamma divergence.

Stephanie Brandl, Klaus-Robert Müller, Wojciech Samek

Proceedings of the 3rd International Winter Conference on Brain-Computer Interface, 2015