David R. Reich

According to our database, David R. Reich authored at least 27 papers between 2021 and 2025.

Collaborative distances:

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

2025

Evaluating Gaze Event Detection Algorithms: Impacts on Machine Learning-based Classification and Psycholinguistic Statistical Modeling.

David R. Reich, Paul Prasse, Lena A. Jäger

Proc. ACM Hum. Comput. Interact., 2025

ScanDL 2.0: A Generative Model of Eye Movements in Reading Synthesizing Scanpaths and Fixation Durations.

Lena S. Bolliger, David R. Reich, Lena A. Jäger

Proc. ACM Hum. Comput. Interact., 2025

Proxy-Based Pre-Training for Eye-Tracking Applications.

David Robert Reich, Cui Ding, Lena Sophia Bolliger, Patrick Haller, Paul Prasse, Lena A. Jäger

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

Detection of Alcohol Inebriation from Eye Movements using Remote and Wearable Eye Trackers.

Paul Prasse, David Robert Reich, Jakob Chwastek, Silvia Makowski, Lena A. Jäger, Tobias Scheffer

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

The More the Merrier: Boost Your Dataset Visibility and Discover Eye-Tracking Datasets with pymovements.

Daniel G. Krakowczyk, David R. Reich, Andreas Säuberli, Iza Skrjanec, Isabelle Caroline Rose Cretton, Deborah N. Jakobi, Sergiu Nisioi, Paul Prasse, Lena A. Jäger

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

MultiplEYE: Creating a multilingual eye-tracking-while-reading corpus.

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 M. Kamal, Hanna Kedzierska, Dorota Klimek-Jankowska, Sara Kosutar, Daniel G. Krakowczyk, Izabela Krejtz, Marta Lockiewicz, Kaidi Lõo, Jurgita Motiejuniene, Jamal A. 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

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

Neural Additive Models Uncover Predictive Gaze Features in Reading.

Deborah Noemie Jakobi, David Robert Reich, Paul Prasse, Lena A. Jäger

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

CoLAGaze: A Corpus of Eye Movements for Linguistic Acceptability.

Anna Bondar, David Robert Reich, Lena Ann Jäger

Proceedings of the 2025 Symposium on Eye Tracking Research and Applications, 2025

Automatic detection of dyslexia based on eye movements during reading in Russian.

Anna Laurinavichyute, Anastasiya Lopukhina, David Robert Reich

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

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

Reverse-Engineering the Reader.

Samuel Kiegeland, Ethan Wilcox, Afra Amini, David Robert Reich, Ryan Cotterell

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 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

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

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

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

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

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