Research output per year
Research output per year
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Dive into the research topics where Pia Sommerauer is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE
Dobrzeniecka, A., Fokkens, A. & Sommerauer, P., 2025, Findings of the Association for Computational Linguistics: ACL 2025: [Proceedings]. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 12981-12993 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Language Models Lack Temporal Generalization and Bigger is Not Better
Verkijk, S., Vossen, P. & Sommerauer, P., 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 20629-20637 9 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
P.STAR: Parameter-free Structure Analysis via Reordering for Lossless Visualization of Layers in Language Models
El-Assady, M., Fokkens, A., Haghighatkhah, P., Ophelders, T., Sommerauer, P., Speckmann, B. & Verbeek, K., 2025, 2025 IEEE Workshop on Visualization for the Digital Humanities (VIS4DH): [Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 44-49 6 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
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Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text
Sommerauer, P., Rambelli, G. & Caselli, T., 2025, Findings of the Association for Computational Linguistics: EMNLP 2025: [Proceedings]. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 19812-19831 20 p.Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
ARN: Analogical Reasoning on Narratives
Sourati, Z., Ilievski, F., Sommerauer, P. & Jiang, Y., 2024, In: Transactions of the Association for Computational Linguistics. 12, p. 1063-1086 24 p.Research output: Contribution to Journal › Article › Academic › peer-review
Open Access
Courses
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Introduction to Python for Humanities and Social Sciences
Morgado da Costa, L. 1/09/25 → 31/08/26
Course
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Uncovering Biased Language Use: Implicit Communication of Stereotypes in Natural Language
Sommerauer, P. (Project Researcher), Beukeboom, C. (Principal Investigator), Jansen, M. (Project Researcher) & Beenen, K. (Project Researcher)
1/01/24 → 30/06/28
Project: Research
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'Dutch Framenet: A Dutch corpus with framenet annotations’.
Vossen, P. (Principal Investigator), Postma, M. (Project Researcher), Remijnse, L. (Project Researcher), Sommerauer, P. (Project Researcher) & Lopes Rego, A. T. (Project Researcher)
1/03/19 → 31/12/24
Project: Research
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Resolving distortions in word embedding spaces by analyzing dimensions of meaning captured by word embeddings
Vossen, P. (Principal Investigator) & Sommerauer, P. (Project Researcher)
1/09/17 → 31/12/21
Project: Research
Activities
- 1 Workshop
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Understanding Neural Networks in the Netherlands
Fokkens, A. (Organiser), Fernandez, R. (Organiser) & Sommerauer, P. (Participant)
28 Jan 2019Activity: Participating in or organising an event › Workshop › Academic