Nora Hollenstein

• Præsentation
• Publikationer

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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

2. 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

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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

4. Neural dynamics of sentiment processing during naturalistic sentence reading

   Hollenstein, Nora, 2020, I: NeuroImage. 218

   Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

7. Udgivet

   Advancing NLP with Cognitive Language Processing Signals

   Hollenstein, Nora, 4 apr. 2019

   Publikation: Andet › Andet bidrag › Forskning