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I am a PhD student at the Digital Linguistics Lab, supervised by Prof. Dr. Lena A. Jäger and Prof. Dr. Rico Sennrich. I obtained my Master's degree in Neural Systems and Computation from the ETH and University of Zurich, writing my Thesis at the Developmental Neuroimaging group (Department of Child and Adolescent Psychiatry). Before, I did a Bachelor's in Comparative Linguistics (Indo-European Linguistics and General Linguistics) and Neuroinformatics at the University of Zurich.
Currently, I am working on integrating models of eye-movements and language, language model interpretability, and the assessment of test-retest reliability in psycholinguistics.
| Semester | Course |
|---|---|
| HS 2023 | TA in Machine Learning for Natural Language Processing 1 |
| FS 2023 | Main instructor in Seminar: Computational Psycholinguistics |
| HS 2022 | TA in Advanced Techniques of Machine Translation |
| HS 2021 | TA in Introduction to Language Data Processing |
| FS 2021 | TA in Computational models of human language processing |
| HS 2020 | TA in Quantitative Methods |
PoTeC: A German Naturalistic Eye-tracking-while-reading Corpus, under review
Deborah N. Jakobi, Thomas Kern, David R. Reich, Patrick Haller & Lena A. Jäger
[arxiv preprint |data | bib]
Digital comprehensibility assessment of simplified texts among persons with intellectual disabilities, accepted to CHI’24
Andreas Säuberli, Franz Holzknecht, Patrick Haller, Silvana Deilen, Laura Schiffl, Silvia Hansen-Schirra, and Sarah Ebling
[arxiv preprint]
Neural representations of association strength and prediction error during novel symbol-speech sounds learning, under review
Gorka Fraga-González, Patrick Haller, David Willinger, Vanessa Gehrig, Nada Frei, Silvia Brem
[bioRxiv-preprint]
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]
Measurement reliability of individual differences in sentence processing: A cross-methodological reading corpus and Bayesian analysis, under review
Patrick Haller, Iva Koncic, David R. Reich and Lena A. Jäger
[http |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]
Eye-tracking based classification of Mandarin Chinese readers with and without Dyslexia, EMNLP/TSAR 2022
Patrick Haller, Andreas Säuberli, Sarah Elisabeth Kiener, Jinger Pan, Ming Yan, and Lena A. Jäger
[http | bib]
Measurement Reliability of Individual Differences in Sentence Processing, 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]
Revisiting the Uniform Information Density Hypothesis, EMNLP 2021
Clara Meister, Tiago Pimentel, Patrick Haller, Lena Jäger, Ryan Cotterell and Roger Levy
[ http | bib]
Potsdam Textbook Corpus (PoTeC), OSF
Lena Jäger, Thomas Kern and Patrick Haller
[http]