Nora Hollenstein
Tenure track adjunkt
Institut for Nordiske Studier og Sprogvidenskab
Emil Holms Kanal 2, 2300 København S, 22 Bygning 22 (Afsnit 1), Bygning: 22-3-36
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
- 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
ZuCo, a simultaneous EEG and eye-tracking resource for natural sentence reading
Hollenstein, Nora, dec. 2018, I: Scientific Data.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- 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. 302–312Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Neural dynamics of sentiment processing during naturalistic sentence reading
Hollenstein, Nora, 2020, I: NeuroImage. 218Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
- 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
- Udgivet
Advancing NLP with Cognitive Language Processing Signals
Hollenstein, Nora, 4 apr. 2019Publikation: Andet › Andet bidrag › Forskning
ID: 259143829
Flest downloads
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Sequence classification with human attention
Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt
Udgivet