Nora Hollenstein

Nora Hollenstein

Tenure track adjunkt

  • Institut for Nordiske Studier og Sprogvidenskab

    Emil Holms Kanal 2, 22 Bygning 22 (Afsnit 1), Bygning: 22-3-36

    2300 København S

    Telefon: +4529743009

I am an assistant professor at the Centre for Language Technology at the University of Copenhagen. Before joining UCPH, I was a PhD candidate at ETH Zurich working on cognitively-inspired natural language processing. I was also a lecturer at the Institute of Computational Linguistics of the University of Zurich.

The focus of my research lies in enhancing NLP applications with cognitive data such as eye-tracking and brain activity recordings. I am especially interested in multi-modal learning, learning from limited data, and the interpretability and cognitive plausibility of machine learning models.

Primære forskningsområder

Natural language processing, cognitive science, machine learning

Udvalgte publikationer

  1. Udgivet

    Towards Best Practices for Leveraging Human Language Processing Signals for Natural Language Processing

    Hollenstein, Nora, 2020, Proceedings of the Second Workshop on Linguistic and Neurocognitive Resources.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  2. Udgivet

    ZuCo, a simultaneous EEG and eye-tracking resource for natural sentence reading

    Hollenstein, Nora, dec. 2018, I: Scientific Data.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  3. Udgivet

    Sequence classification with human attention

    Barrett, M. J., Bingel, J., Hollenstein, Nora, Rei, M. & Søgaard, Anders, 2018, Proceedings of the 22nd Conference on Computational Natural Language Learning (CoNLL 2018). Korhonen, A. & Titov, I. (red.). Association for Computational Linguistics, s. 302–312

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  4. Udgivet

    Neural dynamics of sentiment processing during naturalistic sentence reading

    Hollenstein, Nora, 2020, I: NeuroImage. 218

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  5. Udgivet

    Inconsistency detection in semantic annotation

    Hollenstein, Nora, 2016, Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  6. Udgivet

    Compilation of a Swiss German dialect corpus and its application to PoS tagging

    Hollenstein, Nora, 2014, Proceedings of the First Workshop on Applying NLP Tools to Similar Languages, Varieties and Dialects.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  7. Udgivet

    Advancing NLP with Cognitive Language Processing Signals

    Hollenstein, Nora, 4 apr. 2019

    Publikation: AndetAndet bidragForskning

ID: 259143829