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Pia Sommerauer
Pia Sommerauer
Assistant Professor, VU Amsterdam
Dirección de correo verificada de vu.nl
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Firearms and tigers are dangerous, kitchen knives and zebras are not: Testing whether word embeddings can tell
P Sommerauer, A Fokkens
arXiv preprint arXiv:1809.01375, 2018
352018
Conceptual change and distributional semantic models: An exploratory study on pitfalls and possibilities
P Sommerauer, A Fokkens
Proceedings of the 1st International Workshop on Computational Approaches to …, 2019
252019
Would you describe a leopard as yellow? evaluating crowd-annotations with justified and informative disagreement
P Sommerauer, A Fokkens, P Vossen
Proceedings of the 28th International Conference on Computational …, 2020
102020
The role of interactive visualization in explaining (large) NLP models: from data to inference
R Brath, D Keim, J Knittel, S Pan, P Sommerauer, H Strobelt
arXiv preprint arXiv:2301.04528, 2023
42023
Better hit the nail on the head than beat around the bush: Removing protected attributes with a single projection
P Haghighatkhah, A Fokkens, P Sommerauer, B Speckmann, K Verbeek
arXiv preprint arXiv:2212.04273, 2022
42022
Challenging distributional models with a conceptual network of philosophical terms
Y Oortwijn, J Bloem, P Sommerauer, F Meyer, W Zhou, A Fokkens
42021
Why is penguin more similar to polar bear than to sea gull? analyzing conceptual knowledge in distributional models
P Sommerauer
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
42020
Towards interpretable, data-derived distributional meaning representations for reasoning: A dataset of properties and concepts
P Sommerauer, A Fokkens, P Vossen
Proceedings of the 10th Global Wordnet Conference, 85-98, 2019
42019
Diagnosing semantic properties in distributional representations of word meaning
PJM Sommerauer
32022
Story trees: Representing documents using topological persistence
P Haghighatkhah, A Fokkens, P Sommerauer, B Speckmann, K Verbeek
Proceedings of the Thirteenth Language Resources and Evaluation Conference …, 2022
32022
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings
P Sommerauer, A Fokkens, P Vossen
Proceedings of The 12th International Workshop on Semantic Evaluation, 940-946, 2018
22018
Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models
S Hoeken, Ö Alaçam, A Fokkens, P Sommerauer
Findings of the Association for Computational Linguistics: EMNLP 2023, 3662-3675, 2023
2023
ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives
Z Sourati, F Ilievski, P Sommerauer
arXiv preprint arXiv:2310.00996, 2023
2023
Reconstructing storylines by integrating referential grounding in a FrameNet dataset: an applied approach of computational storytelling.
L Remijnse, P Sommerauer, A Fokkens, P Vossen
Proceedings of International FrameNet Workshop 2023: Cognitively Grounded …, 2023
2023
Towards More Informative List Verbalisations.
L Krause, P Sommerauer, P Vossen
AI4LEGAL/KGSum@ ISWC, 136-146, 2022
2022
Can patterns of word usage tell us what lemon and moon have in common? Analyzing the semantic content of distributional semantic models
P Sommerauer, A Fokkens, P Vossen
2020
How to analyze semantic roles across interfaces: taking FrameNet to discourse level.
L Remijnse, P Sommerauer, A Fokkens, P Vossen
WG: Model Explainability and Interpretability
DA Keim, H Strobelt, J Knittel, P Sommerauer, R Brath, S Pan
UMBC Faculty Collection, 0
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Artículos 1–18