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Lena A. Jäger
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2020 – today
- 2024
- [j5]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: 103901 (2024) - [j4]Tarek Alakmeh
Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code using Deep Neural Networks. Proc. ACM Softw. Eng. 1(FSE): 1982-2004 (2024) - [c25]Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, Lena A. Jäger:
Fine-Tuning Pre-Trained Language Models with Gaze Supervision. ACL (Short Papers) 2024: 217-224 - [c24]Patrick Haller, Lena S. Bolliger, Lena Ann Jäger:
Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences. ACL (Findings) 2024: 7878-7892 - [c23]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: 13586-13594 - [c22]Deborah N. Jakobi
Reporting Eye-Tracking Data Quality: Towards a New Standard. ETRA 2024: 47:1-47:3 - [i18]Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller, Lena A. Jäger
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus. CoRR abs/2403.00506 (2024) - [i17]Deborah N. Jakobi, Daniel G. Krakowczyk, Lena A. Jäger:
Reporting Eye-Tracking Data Quality: Towards a New Standard. CoRR abs/2404.00620 (2024) - [i16]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 abs/2406.04988 (2024) - [i15]Lena S. Bolliger, Patrick Haller, Isabelle Caroline Rose Cretton, David Robert Reich, Tannon Kew, Lena Ann Jäger:
EMTeC: A Corpus of Eye Movements on Machine-Generated Texts. CoRR abs/2408.04289 (2024) - 2023
- [j3]Shuwen Deng
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. Proc. ACM Hum. Comput. Interact. 7(ETRA): 1-24 (2023) - [c21]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: 6500-6507 - [c20]Lena S. Bolliger
ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts. EMNLP 2023: 15513-15538 - [c19]Daniel G. Krakowczyk
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. ETRA 2023: 3:1-3:8 - [c18]Paul Prasse
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. ETRA 2023: 18:1-18:9 - [c17]Daniel G. Krakowczyk
pymovements: A Python Package for Eye Movement Data Processing. ETRA 2023: 53:1-53:2 - [c16]Silvia Makowski, Paul Prasse, Lena Ann Jäger, Tobias Scheffer:
Detection of Drowsiness and Impending Microsleep from Eye Movements. Gaze Meets ML 2023: 142-160 - [c15]Silvia Makowski, Annika Bätz, Paul Prasse, Lena A. Jäger, Tobias Scheffer:
Detection of Alcohol Inebriation from Eye Movements. KES 2023: 2086-2095 - [i14]Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Deborah N. Jakobi, Paul Prasse
pymovements: A Python Package for Eye Movement Data Processing. CoRR abs/2304.09859 (2023) - [i13]Shuwen Deng, David R. Reich, Paul Prasse
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. CoRR abs/2304.10784 (2023) - [i12]Daniel G. Krakowczyk, Paul Prasse
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. CoRR abs/2304.13536 (2023) - [i11]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 abs/2310.14676 (2023) - [i10]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 abs/2310.15587 (2023) - 2022
- [c14]Nora Hollenstein, Itziar Gonzalez-Dios, Lisa Beinborn, Lena A. Jäger
Patterns of Text Readability in Human and Predicted Eye Movements. CogALex@AACL/IJCNLP 2022: 1-15 - [c13]Paul Prasse
Fairness in Oculomotoric Biometric Identification. ETRA 2022: 22:1-22:8 - [c12]David R. Reich, Paul Prasse
Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. ETRA 2022: 23:1-23:8 - [c11]Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. Gaze Meets ML 2022: 66-97 - [c10]Silvia Makowski, Paul Prasse
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. IJCB 2022: 1-9 - [c9]Leah Bradshaw, Eleanor Chodroff
Fundamental Frequency Variability over Time in Telephone Interactions. INTERSPEECH 2022: 101-105 - [c8]Shuwen Deng
Detection of ADHD Based on Eye Movements During Natural Viewing. ECML/PKDD (6) 2022: 403-418 - [i9]Shuwen Deng, Paul Prasse
Detection of ADHD based on Eye Movements during Natural Viewing. CoRR abs/2207.01377 (2022) - [i8]Patrick Haller, Andreas Säuberli
Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models. CoRR abs/2210.09819 (2022) - 2021
- [j2]Silvia Makowski
DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection Using Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. 3(4): 506-518 (2021) - [c7]Clara Meister, Tiago Pimentel, Patrick Haller, Lena A. Jäger
Revisiting the Uniform Information Density Hypothesis. EMNLP (1) 2021: 963-980 - [c6]Nora Hollenstein
Multilingual Language Models Predict Human Reading Behavior. NAACL-HLT 2021: 106-123 - [i7]Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn:
Multilingual Language Models Predict Human Reading Behavior. CoRR abs/2104.05433 (2021) - [i6]Clara Meister, Tiago Pimentel, Patrick Haller, Lena A. Jäger, Ryan Cotterell, Roger Levy:
Revisiting the Uniform Information Density Hypothesis. CoRR abs/2109.11635 (2021) - [i5]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 abs/2112.06310 (2021) - 2020
- [c5]Silvia Makowski, Lena A. Jäger
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes. IJCB 2020: 1-10 - [c4]Silvia Makowski, Lena A. Jäger
Discriminative Viewer Identification using Generative Models of Eye Gaze. KES 2020: 1348-1357 - [c3]Paul Prasse
On the Relationship between Eye Tracking Resolution and Performance of Oculomotoric Biometric Identification. KES 2020: 2088-2097 - [i4]Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer:
Discriminative Viewer Identification using Generative Models of Eye Gaze. CoRR abs/2003.11399 (2020)
2010 – 2019
- 2019
- [j1]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) - [c2]Lena A. Jäger
Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye. ECML/PKDD (2) 2019: 299-314 - [i3]Lena A. Jäger, Silvia Makowski, Paul Prasse
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye. CoRR abs/1906.11889 (2019) - 2018
- [c1]Silvia Makowski, Lena A. Jäger
A Discriminative Model for Identifying Readers and Assessing Text Comprehension from Eye Movements. ECML/PKDD (1) 2018: 209-225 - [i2]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 abs/1809.08031 (2018) - 2017
- [i1]Shravan Vasishth, Lena A. Jäger, Bruno Nicenboim:
Feature overwriting as a finite mixture process: Evidence from comprehension data. CoRR abs/1703.04081 (2017)
Coauthor Index
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