Pia Sommerauer

According to our database, Pia Sommerauer authored at least 13 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives.

Zhivar Sourati, Filip Ilievski, Pia Sommerauer

CoRR, 2023

The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference.

Richard Brath, Daniel A. Keim, Johannes Knittel, Shimei Pan, Pia Sommerauer, Hendrik Strobelt

CoRR, 2023

Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models.

Sanne Hoeken, Özge Alaçam, Antske Fokkens, Pia Sommerauer

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Towards More Informative List Verbalisations.

Lea Krause, Pia Sommerauer, Piek Vossen

Proceedings of the Joint Proceedings of the 3th International Workshop on Artificial Intelligence Technologies for Legal Documents (AI4LEGAL 2022) and the 1st International Workshop on Knowledge Graph Summarization (KGSum 2022) co-located with the 21st International Semantic Web Conference (ISWC 2022), 2022

Story Trees: Representing Documents using Topological Persistence.

Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection.

Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Challenging distributional models with a conceptual network of philosophical terms.

Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

2020

Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement.

Pia Sommerauer, Antske Fokkens, Piek Vossen

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models.

Pia Sommerauer

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop, 2020

2019

Towards interpretable, data-derived distributional meaning representations for reasoning: A dataset of properties and concepts.

Pia Sommerauer, Antske Fokkens, Piek Vossen

Proceedings of the 10th Global Wordnet Conference, 2019

Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities.

Pia Sommerauer, Antske Fokkens

Proceedings of the 1st International Workshop on Computational Approaches to Historical Language Change, 2019

2018

Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings.

Pia Sommerauer, Antske Fokkens, Piek Vossen

Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell.

Pia Sommerauer, Antske Fokkens

Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018