Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell. - Pia Sommerauer; Antske Fokkens (BlackboxNLP@EMNLP, 2018)

Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings. - Pia Sommerauer; Antske Fokkens; Piek Vossen (SemEval@NAACL-HLT, 2018)

Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities. - Pia Sommerauer; Antske Fokkens (LChange@ACL, 2019)

Towards interpretable, data-derived distributional meaning representations for reasoning: A dataset of properties and concepts. - Pia Sommerauer; Antske Fokkens; Piek Vossen (GWC, 2019)

Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models. - Pia Sommerauer (ACL (student), 2020)

Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement. - Pia Sommerauer; Antske Fokkens; Piek Vossen (COLING, 2020)

Challenging distributional models with a conceptual network of philosophical terms. - Yvette Oortwijn; Jelke Bloem; Pia Sommerauer; Francois Meyer; Wei Zhou; Antske Fokkens (NAACL-HLT, 2021)

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 (EMNLP, 2022)

Story Trees: Representing Documents using Topological Persistence. - Pantea Haghighatkhah; Antske Fokkens; Pia Sommerauer; Bettina Speckmann; Kevin Verbeek (LREC, 2022)

Towards More Informative List Verbalisations. - Lea Krause; Pia Sommerauer; Piek Vossen (AI4LEGAL/KGSum@ISWC, 2022)

Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models. - Sanne Hoeken; Özge Alaçam; Antske Fokkens; Pia Sommerauer (EMNLP (Findings), 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)

ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives. - Zhivar Sourati; Filip Ilievski; Pia Sommerauer (CoRR, 2023)

ARN: Analogical Reasoning on Narratives. - Zhivar Sourati; Filip Ilievski; Pia Sommerauer; Yifan Jiang 001 (Trans. Assoc. Comput. Linguistics, 2024)

Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE. - Alicja Dobrzeniecka; Antske Fokkens; Pia Sommerauer (ACL (Findings), 2025)

Language Models Lack Temporal Generalization and Bigger is Not Better. - Stella Verkijk; Piek Vossen; Pia Sommerauer (ACL (Findings), 2025)