• Spring '25: Advanced Machine Learning, Teaching assistant & lecturer

The More the Merrier: Boost Your Dataset Visibility and Discover Eye-Tracking Datasets with pymovements,  ETRA 2025
Daniel G. Krakowczyk, David R. Reich, Andreas Säuberli, Iza Škrjanec, Isabelle C. R. Cretton, Deborah Noemie Jakobi, Sergiu Nisioi, Paul Prasse, Dr. Lena A. Jäger

MultiplEYE: Creating a multilingual eye-tracking-while-reading corpus,  ETRA 2025
Deborah N. Jakobi, Maja Stegenwallner-Schütz, Nora Hollenstein, Cui Ding, Ramune Kaspere, Ana Matić Škorić, Eva Pavlinušić Vilus, Stefan L. Frank, Marie-Luise Müller, Kristine M. Jenssen de López, Nik Kharlamov, Hanne Bruun Søndergaard Knudsen, Yevgeni Berzak, Ella Lion, Irina A. Sekerina, Cengiz Acarturk, Mohd Faizan Ansari, Katarzyna Harężlak, Paweł Kasprowski, Ana Bautista, Lisa Beinborn, Anna Bondar, Antonia Boznou, Leah Bradshaw, Miao He, Jana Hofmann, Thyra Krosness, Not Battesta Soliva, Anila Çepani, Kristina Cergol, Ana Došen, Marijan Palmović, Adelina Çerpja, Dalí Chirino, Jan Chromý, Vera Demberg, Iza Škrjanec, Nazik Dinçtopal Deniz, Inmaculada Fajardo, Mariola Giménez-Salvador, Xavier Minguez, Maroš Filip, Zigmunds Freibergs, Jéssica Gomes, Andreia Janeiro, Paula Luegi, João Veríssimo, Sasho Gramatikov, Jana Hasenäcker, Alba Haveriku, Nelda Kote, Muhammad M. Kamal, Hanna Kędzierska, Dorota Klimek-Jankowska, Sara Košutar, Daniel Krakowczyk, Izabela Krejtz, Marta Łockiewicz, Kaidi Lõo, Jurgita Motiejuniene, Jamal A. Nasir, Johanne Sofie Krog Nedergård, Ayşegül Özkan, Mikuláš Preininger, Loredana Punga, David R. Reich, Chiara Tschirner, Špela Rot, Andreas Säuberli, Jordi Solé-Casals, Ekaterina Strati, Igor Svoboda, Evis Trandafili, Spyridoula Varlokosta, Mila Vulchanova, Lena A. Jäger

Evaluating Gaze Event Detection Algorithms: Impacts on Machine Learning-based Classification and Psycholinguistic Statistical Modeling,  ETRA 2025
David R. Reich, Paul Prasse, Lena A. Jäger

ScanDL 2.0: A generative model of eye movements in reading synthesizing scanpaths and fixation durations,  ETRA 2025
Lena S. Bolliger, David R. Reich, Lena A. Jäger
[ http |code + models|bib]

New data on text reading in English as a second language,  Studies in Second Language Acquisition
Victor Kuperman, Sascha Schroeder, Cengiz Acartürk, Niket Agrawal, Dominick M. Alexandre, Lena S. Bolliger, Jan Brasser, César Campos-Rojas, Denis Drieghe, Dušica Filipović Đurđević, Luiz Vinicius Gadelha de Freitas, Sofya Goldina, Romualdo Ibáñez Orellana, Lena A. Jäger, Ómar I. Jóhannesson, Anurag Khare, Nik Kharlamov, Hanne B. S. Knudsen, Árni Kristjánsson, Charlotte E. Lee, Jun Ren Lee, Marina P. T. Leite, Simona Mancini, Nataša Mihajlović, Ksenija Mišić, Miloslava Orekhova, Olga Parshina, Milica Popović Stijačić, Athanassios Protopapas, David R. Reich, Anurag Rimzhim, Rui Rothe-Neves, Thais M. M. Sá, Andrea Santana Covarrubias, Irina Sekerina, Heida M. Sigurdardottir, Anna Smirnova, Priyanka Srivastava, Elisangela N. Teixeira, Ivana Ugrinic, Kerem Alp Usal, Karolina Vakulya, João M. M. Vieira, Ark Verma, Denise H. Wu, Jin Xue, Sunčica Zdravković, Junjing Zhuo, Laoura Ziaka and Noam Siegelman
[http |pdf |data |bib]

Detection of Alcohol Inebriation from Eye Movements using Remote and Wearable Eye Trackers,  ETRA 2025
Paul Prasse, David R. Reich, Jakob Chwastek, Silvia Makowski, Lena A. Jäger, Tobias Scheffer

Neural Additive Models Uncover Predictive Gaze Features in Reading,  ETRA 2025
Deborah N. Jakobi, David R. Reich, Paul Prasse, Lena A. Jäger

CoEYELA: A Corpus of Eye Movements for Linguistic Acceptability,  ETRA 2025
Anna Bondar, Lena A. Jäger, David R. Reich

Proxy-Based Pre-Training for Eye-Tracking Applications,  ETRA 2025
David R. Reich, Lena S. Bolliger, Cui Ding, Patrick Haller, Paul Prasse, Lena A. Jäger

EMTeC: A Corpus of Eye Movements on Machine-Generated Texts,  Behavior Research Methods
Lena S. Bolliger, Patrick Haller, Isabelle C. R. Cretton, David R. Reich, Tannon Kew,  Lena A. Jäger
[ arXiv preprint |data|bib]

The Pupil Becomes the Master: Eye-Tracking Feedback for Tuning LLMs, accepted to ICML 2024 Workshop on LLMs and Cognition
Samuel Kiegeland, David R. Reich, Ryan Cotterell, Lena A. Jäger, Ethan Wilcox

An eye opener regarding task-based text gradient saliency, ACL/CMCL 2024
Guojun Wu, Lena S. Bolliger, David R. Reich, and Lena A. Jäger
[ http |bib]

Fine-Tuning Pre-Trained Language Models with Gaze Supervision, ACL 2024
Shuwen Deng, Paul Prasse, David R. Reich, Tobias Scheffer, and Lena A. Jäger

Predicting Code Comprehension: A Novel Approach to Align Human Gaze with Code using Deep Neural Networks, accepted to FSE 2024
Tarek Alakmeh, David R. Reich, Lena A. Jäger, and Thomas Fritz
[http | bib]

PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus, Behavior Research Methods
Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller & Lena A. Jäger
[arxiv preprint |data | bib]

Reading Does Not Equal Reading: Comparing, Simulating and Exploiting Reading Behavior Across Populations, LREC-COLING 2024
David R. Reich, Shuwen Deng, Marina Björnsdóttir, Lena A. Jäger, Nora Hollenstein
[http |bib]

Improving Cognitive-State Analysis from Eye Gaze with Synthetic Eye-Movement Data, Computers & Graphics
Paul Prasse, David R. Reich, Silvia Makowski, Tobias Scheffer, Lena A. Jäger
[http | bib]

ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts,  EMNLP 2023
Lena S. Bolliger, David R. Reich, Patrick Haller, Deborah N. Jakobi, Paul Prasse, Lena A. Jäger
[ http|Video|Poster|bib]

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
[ ArXiv-preprint|bib]

Measurement reliability of individual differences in sentence processing: A cross-methodological reading corpus and Bayesian analysis, ArXiv preprint
Patrick Haller, Iva Koncic, David R. Reich and Lena A. Jäger
[http|bib]

pymovements: A Python package for eye movement data processing, ETRA 2023
Daniel G. Krakowczyk, David R. Reich, Jakob Chwastek, Assunta Süss, Paul Prasse, Deborah N. Jakobi, Oleksii Turuta, Paweł Kasprowski and Lena A. Jäger
[https| PyPI |bib]

Eyettention: An Attention-based Dual-Sequence Model for Predicting Human Scanpaths during Reading, Proceedings of the ACM on Human-Computer Interaction 
Shuwen Deng, David R. Reich, Paul Prasse, Patrick Haller, Tobias Scheffer and Lena A. Jäger
[http |bib| code]

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models, ETRA 2023
Daniel Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer and Lena A. Jäger
[bib]

SP-EyeGAN: Generating Synthetic Eye Movement Data with Generative Adversarial Networks, ETRA 2023
Paul Prasse, David R. Reich, Silvia Makowski, Shuwen Deng, Daniel Krakowczyk, Tobias Scheffer and Lena A. Jäger
[bib]

Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification, NeurIPS/Gaze Meets ML 2022
Daniel Krakowczyk, David R. Reich, Paul Prasse, Sebastian Lapuschkin, Tobias Scheffer, and Lena A. Jäger
[pdf | bib]

Detection of ADHD based on Eye Movements during Natural Viewing, ECML/PKDD 2022
Shuwen Deng, Paul Prasse, David R. Reich, Sabine Dziemian, Maja Stegenwallner-Schütz, Daniel Krakowczyk, Silvia Makowski, Nicolas Langer, Tobias Scheffer, and Lena A. Jäger
[pdf | video trailer | code| bib]

Measurement Reliability of Individual Differences in Sentence Processing, talk presented at AMLaP 2022
Patrick Haller, Iva Koncic, David R. Reich, Chiara Tschirner, Silvia Makowski, and Lena A. Jäger
[pdf]

Inferring Reading Comprehension from Eye Movements, poster presented at AMLaP 2022
David R. Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Maja Stegenwallner-Schütz, Frank Goldhammer, and Lena A. Jäger
[poster]

Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading, ETRA 2022
David R. Reich, Paul Prasse, Chiara Tschirner, Patrick Haller, Frank Goldhammer, and Lena A. Jäger
[http | bib]

Fairness in Oculomotoric Biometric Identification, ETRA 2022
Paul Prasse, David R. Reich, Silvia Makowski, Lena A. Jäger, and Tobias Scheffer
[http | bib]

DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection using Deep Neural Networks, IEEE Transactions on Biometrics, Behavior, and Identity Science
Silvia Makowski, Paul Prasse, David R. Reich, Daniel Krakowczyk, Lena A. Jäger and Tobias Scheffer
[ http | bib]