- Fokusthemen: Digital Linguistics, Maschinelle Sprachverarbeitung und Maschinelles Lernen, Psycholinguistik, Sprachpathologie
- Mitglied in UZH-Verbünden: Digital Society Initiative(DSI), Kompetenzzentrum Language&Medicin
Publikationen
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Publikationen
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Detection of Drowsiness and Impending Microsleep from Eye Movements. In: NeuRIPS 2023 Workshop on Gaze Meets ML, New Orleans, Louisiana, United States, 10 December 2023.
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Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 1 December 2023, 6500-6507.
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pymovements: A Python Package for Eye Movement Data Processing. In: ETRA '23: 2023 Symposium on Eye Tracking Research and Applications, Tübingen, 30 May 2023 - 2 June 2023, 1-2.
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Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification. In: NeurIPS 2022, Gaze Meets ML Workshop, New Orleans, LA, 3 Dezember 2022, 1-29.
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Oculomotoric Biometric Identification under the Influence of Alcohol and Fatigue. In: 2022 IEEE International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates, 10 October 2022 - 13 October 2022, IEEE.
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Fundamental Frequency Variability over Time in Telephone Interactions. In: Interspeech 2022, Incheon, Korea, 18 September 2022 - 22 September 2022.
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Inferring Reading Comprehension from Eye Movements. In: AMLaP 2022 - Architectures and Mechanisms of Language Processing 2022, York, UK, 7 September 2022 - 9 September 2022.
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Measurement Reliability of Individual Differences in Sentence Processing. In: AMLaP 2022 - Architectures and Mechanisms of Language Processing 2022, York, UK, 7 September 2022 - 9 September 2022.
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Detection of ADHD based on Eye Movements during Natural Viewing. ArXiv.org 2207.01377, Cornell University.
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Inferring Native and Non-Native Human Reading Comprehension and Subjective Text Difficulty from Scanpaths in Reading. In: ETRA '22: 2022 Symposium on Eye Tracking Research and Applications, Seattle, 8 June 2022 - 11 June 2022.
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Fairness in Oculomotoric Biometric Identification. In: ETRA '22: 2022 Symposium on Eye Tracking Research and Applications, Seattle WA USA, 2022. ACM, 1-8.
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Patterns of Text Readability in Human and Predicted Eye Movements. In: AACL, Workshop on Cognitive Aspects of the Lexicon, online, 20 November 2022. Association for Computational Linguistics, 1-15.
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The ZuCo Benchmark on Cross-Subject Reading Task Classification with EEG and Eye-Tracking Data. bioRxiv 483414, Cold Spring Harbor Laboratory.
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Eye-tracking based classification of Mandarin Chinese readers with and without dyslexia using neural sequence models. In: Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022), Abu Dhabi & Online, 8 Dezember 2022. Association for Computational Linguistics, 111-118.
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Revisiting the Uniform Information Density Hypothesis. In: Empirical Methods in Natural Language Processing 2021, Online and Punta Cana, Dominican Republic, 7 November 2021 - 11 November 2021, arXiv.
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Positionspapier: Ein Rechtsrahmen für Künstliche Intelligenz. In: Workshop of the DSI (Digital Society Initiative) Strategy Lab, Balsthal, 26 August 2021 - 28 August 2021. Digital Society Initiative, 1-7.
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DeepEyedentificationLive: Oculomotoric Biometric Identification and Presentation-Attack Detection using Deep Neural Networks. IEEE Transactions on Biometrics, Behavior, and Identity Science, 3(4):506-518.
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Potsdam Textbook Corpus (PoTeC). OSF: Open Science Framework.
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Reading Task Classification Using EEG and Eye-Tracking Data. ArXiv.org 2112.0631, Cornell University.
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Multilingual Language Models Predict Human Reading Behavior. In: 2021 Conference of the North American Chapter of the Association of Computational Linguistics, online, 6 June 2021 - 11 June 2021. Association for Computational Linguistics, 106-123.