Lena A. Jäger

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 40

Top Topics

Biometric Identification

Top Venues

Publications

Tarek Alakmeh, David R. Reich, Lena A. Jäger, Thomas Fritz
Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code using Deep Neural Networks. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Paul Prasse, David R. Reich, Silvia Makowski, Tobias Scheffer, Lena A. Jäger
Improving cognitive-state analysis from eye gaze with synthetic eye-movement data. Comput. Graph. 119 (2024)
Patrick Haller, Lena S. Bolliger, Lena A. Jäger
Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences. CoRR (2024)
Deborah N. Jakobi, Daniel G. Krakowczyk, Lena A. Jäger
Reporting Eye-Tracking Data Quality: Towards a New Standard. CoRR (2024)
Deborah N. Jakobi, Daniel G. Krakowczyk, Lena A. Jäger
Reporting Eye-Tracking Data Quality: Towards a New Standard. ETRA (2024)
Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus. CoRR (2024)
David R. Reich, Shuwen Deng, Marina Björnsdóttir, Lena A. Jäger, Nora Hollenstein
Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior across Populations. LREC/COLING (2024)
Paul Prasse, David Robert Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. ETRA (2023)
Shuwen Deng, David Robert Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. CoRR (2023)
Daniel G. Krakowczyk, Paul Prasse, David Robert Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. CoRR (2023)
Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. EMNLP (2023)
Silvia Makowski, Annika Bätz, Paul Prasse, Lena A. Jäger, Tobias Scheffer
Detection of Alcohol Inebriation from Eye Movements. KES (2023)
Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. CoRR (2023)
Shuwen Deng, David Robert Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. Proc. ACM Hum. Comput. Interact. 7 (ETRA) (2023)
Daniel G. Krakowczyk, David Robert Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger
pymovements: A Python Package for Eye Movement Data Processing. ETRA (2023)
Daniel G. Krakowczyk, David Robert Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger
pymovements: A Python Package for Eye Movement Data Processing. CoRR (2023)
Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. EMNLP (2023)
Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger
Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. CoRR (2023)
Daniel G. Krakowczyk, Paul Prasse, David Robert Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. ETRA (2023)
Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, Lena A. Jäger
Patterns of Text Readability in Human and Predicted Eye Movements. CogALex@AACL/IJCNLP (2022)
Paul Prasse, David Robert Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer
Fairness in Oculomotoric Biometric Identification. ETRA (2022)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD based on Eye Movements during Natural Viewing. CoRR (2022)
Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. Gaze Meets ML (2022)
Shuwen Deng, Paul Prasse, David Robert Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, Lena A. Jäger
Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) (2022)
Silvia Makowski, Paul Prasse, Lena A. Jäger, Tobias Scheffer
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. IJCB (2022)
David Robert Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, Lena A. Jäger
Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. ETRA (2022)
Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn
Multilingual Language Models Predict Human Reading Behavior. CoRR (2021)
Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger, Tobias Scheffer
DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. 3 (4) (2021)
Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn
Multilingual Language Models Predict Human Reading Behavior. NAACL-HLT (2021)
Nora Hollenstein, Marius Tröndle, Martyna Plomecka, Samuel Kiegeland, Yilmazcan Özyurt, Lena A. Jäger, Nicolas Langer
Reading Task Classification Using EEG and Eye-Tracking Data. CoRR (2021)
Silvia Makowski, Lena A. Jäger, Paul Prasse, Tobias Scheffer
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes. IJCB (2020)
Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer
Discriminative Viewer Identification using Generative Models of Eye Gaze. CoRR (2020)
Paul Prasse, Lena A. Jäger, Silvia Makowski, Moritz Feuerpfeil, Tobias Scheffer
On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification. KES (2020)
Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer
Discriminative Viewer Identification using Generative Models of Eye Gaze. KES (2020)
Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer
Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye. ECML/PKDD (2) (2019)
Felix Engelmann, Lena A. Jäger, Shravan Vasishth
The Effect of Prominence and Cue Association on Retrieval Processes: A Computational Account. Cogn. Sci. 43 (12) (2019)
Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye. CoRR (2019)
Silvia Makowski, Lena A. Jäger, Ahmed AbdelWahab, Niels Landwehr, Tobias Scheffer
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements. ECML/PKDD (1) (2018)
Silvia Makowski, Lena A. Jäger, Ahmed AbdelWahab, Niels Landwehr, Tobias Scheffer
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements. CoRR (2018)
Shravan Vasishth, Lena A. Jäger, Bruno Nicenboim
Feature overwriting as a finite mixture process: Evidence from comprehension data. CoRR (2017)