Lena A. Jäger

According to our database, Lena A. Jäger authored at least 35 papers between 2017 and 2024.

Collaborative distances:

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

2024

Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code using Deep Neural Networks.

Tarek Alakmeh, David R. Reich, Lena A. Jäger, Thomas Fritz

Proc. ACM Softw. Eng., 2024

EMTeC: A Corpus of Eye Movements on Machine-Generated Texts.

Lena S. Bolliger, Patrick Haller, Isabelle Caroline Rose Cretton, David Robert Reich, Tannon Kew, Lena Ann Jäger

CoRR, 2024

PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus.

Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger

CoRR, 2024

Improving cognitive-state analysis from eye gaze with synthetic eye-movement data.

Paul Prasse, David R. Reich, Silvia Makowski, Tobias Scheffer, Lena A. Jäger

Comput. Graph., 2024

Reporting Eye-Tracking Data Quality: Towards a New Standard.

Deborah N. Jakobi, Daniel G. Krakowczyk, Lena A. Jäger

Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, 2024

Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations.

David R. Reich, Shuwen Deng, Marina Björnsdóttir, Lena A. Jäger, Nora Hollenstein

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

Fine-Tuning Pre-Trained Language Models with Gaze Supervision.

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences.

Patrick Haller, Lena S. Bolliger, Lena Ann Jäger

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading.

Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger

Proc. ACM Hum. Comput. Interact., May, 2023

Detection of Alcohol Inebriation from Eye Movements.

Silvia Makowski, Annika Bätz, Paul Prasse, Lena A. Jäger, Tobias Scheffer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

Detection of Drowsiness and Impending Microsleep from Eye Movements.

Silvia Makowski, Paul Prasse, Lena Ann Jäger, Tobias Scheffer

Proceedings of the Gaze Meets Machine Learning Workshop, 2023

SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks.

Paul Prasse, David R. Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

pymovements: A Python Package for Eye Movement Data Processing.

Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models.

Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of the 2023 Symposium on Eye Tracking Research and Applications, 2023

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding.

Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger

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

ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts.

Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger

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

2022

Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models.

Patrick Haller, Andreas Säuberli, Sarah Elisabeth Kiener, Jinger Pan, Ming Yan, Lena A. Jäger

CoRR, 2022

Detection of ADHD Based on Eye Movements During Natural Viewing.

Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Fundamental Frequency Variability over Time in Telephone Interactions.

Leah Bradshaw, Eleanor Chodroff, Lena A. Jäger, Volker Dellwo

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue.

Silvia Makowski, Paul Prasse, Lena A. Jäger, Tobias Scheffer

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification.

Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

Proceedings of The 1st Gaze Meets ML workshop, 2022

Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading.

David R. Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, Lena A. Jäger

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Fairness in Oculomotoric Biometric Identification.

Paul Prasse, David R. Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer

Proceedings of the ETRA 2022: Symposium on Eye Tracking Research and Applications, Seattle, WA, USA, June 8, 2022

Patterns of Text Readability in Human and Predicted Eye Movements.

Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, Lena A. Jäger

Proceedings of the Workshop on Cognitive Aspects of the Lexicon, 2022

2021

DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks.

Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer

IEEE Trans. Biom. Behav. Identity Sci., 2021

Reading Task Classification Using EEG and Eye-Tracking Data.

Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer

CoRR, 2021

Multilingual Language Models Predict Human Reading Behavior.

Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Revisiting the Uniform Information Density Hypothesis.

Clara Meister, Tiago Pimentel, Patrick Haller, Lena A. Jäger, Ryan Cotterell, Roger Levy

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification.

Paul Prasse, Lena A. Jäger, Silvia Makowski, Moritz Feuerpfeil, Tobias Scheffer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Discriminative Viewer Identification using Generative Models of Eye Gaze.

Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes.

Silvia Makowski, Lena A. Jäger, Paul Prasse, Tobias Scheffer

Proceedings of the 2020 IEEE International Joint Conference on Biometrics, 2020

2019

The Effect of Prominence and Cue Association on Retrieval Processes: A Computational Account.

Felix Engelmann, Lena A. Jäger, Shravan Vasishth

Cogn. Sci., 2019

Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye.

Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

2018

A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements.

Silvia Makowski, Lena A. Jäger, Ahmed AbdelWahab, Niels Landwehr, Tobias Scheffer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

Feature overwriting as a finite mixture process: Evidence from comprehension data.

Shravan Vasishth, Lena A. Jäger, Bruno Nicenboim

CoRR, 2017