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ORCIDLena A. Jäger
Lena Ann Jäger
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- affiliation: University of Zurich, Department of Computational Linguistics, Switzerland
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2020 – today
- 2026
[c40]Marius Huber
, David Robert Reich, Lena Ann Jäger:
Fixation Sequences as Time Series: A Topological Approach to Dyslexia Detection. ETRA 2026: 12:1-12:13- [c39]Marie-Luise Müller, Carlson Moses Büth, Deborah Noemie Jakobi, Daniel G. Krakowczyk, Eva Pavlinusic Vilus, Anastassia Shaitarova, Lena A. Jäger:
Preprocessing Eye-Tracking Data for Reading: A Community Survey on Practices, Challenges, and Needs. ETRA 2026: 97:1-97:6 - [c38]Ramune Kaspere, Anna Bondar, Sergiu Nisioi, Maja Stegenwallner-Schütz, Hanne B. Søndergaard Knudsen, Ana Matic Skoric, Eva Pavlinusic Vilus, Dorota Klimek-Jankowska, Chiara Tschirner, Not Battesta Soliva, Deborah N. Jakobi, Cui Ding, Dima Abu Romi, Cengiz Acartürk, Matilda Agdler, Anton Marius Alexandru, Mohd Faizan Ansari, Annalisa Arcidiacono, Elizabete Ausma Velta Barisa, Ana Bautista, Lisa Beinborn, Yevgeni Berzak, Nedeljka Bjelanovic, Anna Isabelle Bothmann, Jan Brasser, Caterina Cacioli, Anila Çepani, Ilze Ceple, Adelina Çerpja, Dalí Chirino, Jan Chromý, Alessandro Corona Mendozza, Iria de-Dios-Flores, Nazik Dinçtopal Deniz, Ana Dosen, Kristian Elersic, Inmaculada Fajardo, Zigmunds Freibergs, Angelina Ganebnaya, Shan Gao, Jessica Gomes, Annjo Klungervik Greenall, Alba Haveriku, Miao He, Anamaria Hodivoianu, Yu-Yin Hsu, Amanda Isaksen, Andreia Janeiro, Kristine M. Jensen de López, Aleksandar Jevremovic, Vojislav Jovanovic, Hanna Kedzierska, Nik Kharlamov, Sara Kosutar, Nelda Kote, Vanja Kovic, Izabela Krejtz, Thyra Krosness, Oleksandra Kuvshynova, Eilam Lavy, Ella Lion, Marta Lockiewicz, Kaidi Lõo, Paula Luegi, Mircea Mihai Marin, Clara Martin, Svitlana Matvieieva, Diane C. Mézière, Xavier Mínguez-López, Valeriia Modina, Jurgita Motiejuniene, Marie-Luise Müller, Tolgonai Nasipbek kyzy, Jamal Abdul Nasir, Johanne Sofie Krog Nedergård, Aysegül Özkan, Patrizia Paggio, Marijan Palmovic, Maria Christina Panagiotopoulou, Alberto Parola, Helena Pérez, Klaudia Petersen, Anja Podlesek, Eva Pospísilová, Marta Praulina, Mikulás Preininger, Loredana Punga, Diego Rossini, Spela Rot, Habib Sani Yahaya, Irina A. Sekerina, Anne Gabija Skadina, Jordi Solé-Casals, Lonneke van der Plas, Saara M. Varjopuro, Spyridoula Varlokosta, João Veríssimo, Oskari Juhapekka Virtanen, Nemanja Vracar, Mila Vulchanova, Ahmad Mustapha Wali, Peizheng Wu, Nilgün Yücel, Stefan Frank, Nora Hollenstein, Lena A. Jäger, Somayeh Bakhtiari:
The MultiplEYE Text Corpus: Towards a Diverse and Ever-Expanding Multilingual Text Corpus. LREC 2026: 6706-6721 - [i25]Deborah N. Jakobi, David R. Reich, Paul Prasse, Jana Mara Hofmann, Lena S. Bolliger, Lena A. Jäger:
Eye-Tracking-while-Reading: A Living Survey of Datasets with Open Library Support. CoRR abs/2602.19598 (2026) - [i24]Marius Huber, David R. Reich, Lena A. Jäger:
Fixation Sequences as Time Series: A Topological Approach to Dyslexia Detection. CoRR abs/2604.21698 (2026) - [i23]Shuwen Deng, Cui Ding, David R. Reich, Paul Prasse, Lena A. Jäger:
Eyettention II: A Dual-Sequence Architecture for Modeling Fixation Location, Within-Word Landing Position, and Fixation Duration in Reading. CoRR abs/2606.01964 (2026) - [i22]Lena S. Bolliger, Lena A. Jäger:
Training LLMs to Enforce Multi-Level Instruction Hierarchies via Gravity-Weighted Direct Preference Optimization. CoRR abs/2606.10860 (2026) - [i21]Varun Ghat Ravikumar, Sina Ahmadi, Lena A. Jäger, Rico Sennrich:
A Factorial Study of Synthetic Data Generation for Low-Resource Machine Translation using Grammar Books. CoRR abs/2607.22376 (2026) - 2025
- [j8]Samantha Weber, Nicolas Deperrois, Robert Heun, Laura Frühschütz, Anna Monn, Stephanie Homan, Andrea Häfliger, Erich Seifritz, Tobias Kowatsch, Lena A. Jäger, Katharina Schultebraucks, Sapir Gershov, Jacopo Mocellin, Birgit Kleim, Sebastian Olbrich:
Using a fine-tuned large language model for symptom-based depression evaluation. npj Digit. Medicine 8(1) (2025) - [j7]Lena S. Bolliger, David R. Reich, Lena A. Jäger:
ScanDL 2.0: A Generative Model of Eye Movements in Reading Synthesizing Scanpaths and Fixation Durations. Proc. ACM Hum. Comput. Interact. 9(3): 1-29 (2025) - [j6]David R. Reich, Paul Prasse, Lena A. Jäger:
Evaluating Gaze Event Detection Algorithms: Impacts on Machine Learning-based Classification and Psycholinguistic Statistical Modeling. Proc. ACM Hum. Comput. Interact. 9(3): 1-15 (2025) - [c37]David R. Reich, Omer Shubi, Lena A. Jäger, Yevgeni Berzak:
Eye Tracking and NLP. ACL (5) 2025: 2 - [c36]Patrick Haller, Jannis Vamvas, Rico Sennrich, Lena Ann Jäger:
Leveraging In-Context Learning for Political Bias Testing of LLMs. ACL (1) 2025: 24718-24738 - [c35]Lena Sophia Bolliger, Lena Ann Jäger:
Genre Matters: How Text Types Interact with Decoding Strategies and Lexical Predictors in Shaping Reading Behavior. EMNLP 2025: 7459-7476 - [c34]Cui Ding, Yanning Yin, Lena Ann Jäger, Ethan Wilcox:
Modeling Bottom-up Information Quality during Language Processing. EMNLP 2025: 11709-11721 - [c33]Anna Bondar, David Robert Reich, Lena Ann Jäger:
CoLAGaze: A Corpus of Eye Movements for Linguistic Acceptability. ETRA 2025: 9:1-9:9 - [c32]Paul Prasse, David Robert Reich, Jakob Chwastek, Silvia Makowski, Lena A. Jäger, Tobias Scheffer:
Detection of Alcohol Inebriation from Eye Movements using Remote and Wearable Eye Trackers. ETRA 2025: 23:1-23:10 - [c31]Deborah Noemie Jakobi, David Robert Reich, Paul Prasse, Lena A. Jäger:
Neural Additive Models Uncover Predictive Gaze Features in Reading. ETRA 2025: 24:1-24:10 - [c30]David Robert Reich, Cui Ding, Lena Sophia Bolliger, Patrick Haller, Paul Prasse, Lena A. Jäger:
Proxy-Based Pre-Training for Eye-Tracking Applications. ETRA 2025: 26:1-26:7 - [c29]Daniel G. Krakowczyk, David R. Reich, Andreas Säuberli, Iza Skrjanec, Isabelle Caroline Rose Cretton, Deborah N. Jakobi, Sergiu Nisioi, Paul Prasse, Lena A. Jäger:
The More the Merrier: Boost Your Dataset Visibility and Discover Eye-Tracking Datasets with pymovements. ETRA 2025: 63:1-63:3 - [c28]Deborah Noemie Jakobi, Maja Stegenwallner-Schütz, Nora Hollenstein, Cui Ding, Ramune Kaspere, Ana Matic Skoric, Eva Pavlinusic Vilus, Stefan Frank, Marie-Luise Müller, Kristine M. Jensen de López, Nik Kharlamov, Hanne B. Søndergaard Knudsen, Yevgeni Berzak, Ella Lion, Irina A. Sekerina, Cengiz Acartürk, Mohd Faizan Ansari, Katarzyna Harezlak, Pawel Kasprowski, Ana Bautista, Lisa Beinborn, Anna Bondar, Antonia Boznou, Leah Bradshaw, Jana Mara Hofmann, Thyra Krosness, Not Battesta Soliva, Anila Çepani, Kristina Cergol, Ana Dosen, Marijan Palmovic, Adelina Çerpja, Dalí Chirino, Jan Chromý, Vera Demberg, Iza Skrjanec, Nazik Dinçtopal Deniz, Inmaculada Fajardo, Mariola Giménez-Salvador, Xavier Mínguez-López, Maros Filip, Zigmunds Freibergs, Jessica Gomes, Andreia Janeiro, Paula Luegi, João Veríssimo, Sasho Gramatikov, Jana Hasenäcker, Alba Haveriku, Nelda Kote, Muhammad Mohsin Kamal, Hanna Kedzierska, Dorota Klimek-Jankowska, Sara Kosutar, Daniel G. Krakowczyk, Izabela Krejtz, Marta Lockiewicz, Kaidi Lõo, Jurgita Motiejuniene, Jamal Abdul Nasir, Johanne Sofie Krog Nedergård, Aysegül Özkan, Mikulás Preininger, Loredana Punga, David Robert Reich, Chiara Tschirner, Spela Rot, Andreas Säuberli, Jordi Solé-Casals, Ekaterina Strati, Igor Svoboda, Evis Trandafili, Spyridoula Varlokosta, Mila Vulchanova, Lena A. Jäger:
MultiplEYE: Creating a multilingual eye-tracking-while-reading corpus. ETRA 2025: 111:1-111:11 - [c27]Jan Brasser, Chiara Tschirner, Maja Stegenwallner-Schütz, Deborah Noemie Jakobi, Lena A. Jäger:
Predicting Children's Reading Comprehension Through Eye Movements: Insights from Visual Search and Interpretable Machine Learning. ETRA 2025: 116:1-116:8 - [c26]Omer Shubi, David Robert Reich, Keren Gruteke Klein, Yuval Angel, Paul Prasse, Lena A. Jäger, Yevgeni Berzak:
EyeBench: Predictive Modeling from Eye Movements in Reading. NeurIPS 2025 - [i20]Patrick Haller, Jannis Vamvas, Rico Sennrich, Lena A. Jäger:
Leveraging In-Context Learning for Political Bias Testing of LLMs. CoRR abs/2506.22232 (2025) - [i19]Cui Ding, Yanning Yin, Lena A. Jäger, Ethan Gotlieb Wilcox:
Modeling Bottom-up Information Quality during Language Processing. CoRR abs/2509.17047 (2025) - 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, 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): 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, Daniel G. Krakowczyk, Lena A. Jäger:
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, David R. 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): 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, 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: 15513-15538 - [c19]Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger:
Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models. ETRA 2023: 3:1-3:8 - [c18]Paul Prasse, David R. Reich, Silvia Makowski, Seoyoung Ahn, Tobias Scheffer, Lena A. Jäger:
SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks. ETRA 2023: 18:1-18:9 - [c17]Daniel G. Krakowczyk, David R. 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: 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, Assunta Süss, Oleksii Turuta, Pawel Kasprowski, Lena A. Jäger:
pymovements: A Python Package for Eye Movement Data Processing. CoRR abs/2304.09859 (2023) - [i13]Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer, Lena A. Jäger:
Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading. CoRR abs/2304.10784 (2023) - [i12]Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger:
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, David R. Reich, Silvia Makowski, Lena A. Jäger, Tobias Scheffer:
Fairness in Oculomotoric Biometric Identification. ETRA 2022: 22:1-22:8 - [c12]David R. 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: 23:1-23:8 - [c11]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: 66-97 - [c10]Silvia Makowski, Paul Prasse, Lena A. Jäger, Tobias Scheffer:
Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. IJCB 2022: 1-9 - [c9]Leah Bradshaw, Eleanor Chodroff, Lena A. Jäger, Volker Dellwo:
Fundamental Frequency Variability over Time in Telephone Interactions. INTERSPEECH 2022: 101-105 - [c8]Shuwen Deng, Paul Prasse, David R. 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: 403-418 - [i9]Shuwen Deng, Paul Prasse, David R. 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 abs/2207.01377 (2022) - [i8]Patrick Haller, Andreas Säuberli, Sarah Elisabeth Kiener, Jinger Pan, Ming Yan, Lena A. Jäger:
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, 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): 506-518 (2021) - [c7]Clara Meister, Tiago Pimentel, Patrick Haller, Lena A. Jäger, Ryan Cotterell, Roger Levy:
Revisiting the Uniform Information Density Hypothesis. EMNLP (1) 2021: 963-980 - [c6]Nora Hollenstein, Federico Pirovano, Ce Zhang, Lena A. Jäger, Lisa Beinborn:
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, Paul Prasse, Tobias Scheffer:
Biometric Identification and Presentation-Attack Detection using Micro- and Macro-Movements of the Eyes. IJCB 2020: 1-10 - [c4]Silvia Makowski, Lena A. Jäger, Lisa Schwetlick, Hans Trukenbrod, Ralf Engbert, Tobias Scheffer:
Discriminative Viewer Identification using Generative Models of Eye Gaze. KES 2020: 1348-1357 - [c3]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: 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, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer:
Deep Eyedentification: Biometric Identification Using Micro-movements of the Eye. ECML/PKDD (2) 2019: 299-314 - [i3]Lena A. Jäger, Silvia Makowski, Paul Prasse, Sascha Liehr, Maximilian Seidler, Tobias Scheffer:
Deep Eyedentification: Biometric Identification using Micro-Movements of the Eye. CoRR abs/1906.11889 (2019) - 2018
- [c1]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: 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
Lena S. Bolliger
aka: Lena Sophia Bolliger
aka: Lena Sophia Bolliger
Deborah N. Jakobi
aka: Deborah Noemie Jakobi
aka: Deborah Noemie Jakobi
Daniel Krakowczyk
aka: Daniel G. Krakowczyk
aka: Daniel G. Krakowczyk
David R. Reich
aka: David Robert Reich
aka: David Robert Reich
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