Pia Sommerauer

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 15

Top Topics

Interactive Visualization

Analogical Reasoning

Top Venues

AI4LEGAL/KGSum@ISWC

Publications

Zhivar Sourati, Filip Ilievski, Pia Sommerauer
ARN: A Comprehensive Framework and Dataset for Analogical Reasoning on Narratives. CoRR (2023)
Sanne Hoeken, Özge Alaçam, Antske Fokkens, Pia Sommerauer
Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models. EMNLP (Findings) (2023)
Richard Brath, Daniel A. Keim, Johannes Knittel, Shimei Pan, Pia Sommerauer, Hendrik Strobelt
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference. CoRR (2023)
Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection. CoRR (2022)
Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection. EMNLP (2022)
Lea Krause, Pia Sommerauer, Piek Vossen
Towards More Informative List Verbalisations. AI4LEGAL/KGSum@ISWC (2022)
Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek
Story Trees: Representing Documents using Topological Persistence. LREC (2022)
Yvette Oortwijn, Jelke Bloem, Pia Sommerauer, Francois Meyer, Wei Zhou, Antske Fokkens
Challenging distributional models with a conceptual network of philosophical terms. NAACL-HLT (2021)
Pia Sommerauer, Antske Fokkens, Piek Vossen
Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement. COLING (2020)
Pia Sommerauer
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models. ACL (student) (2020)
Pia Sommerauer, Antske Fokkens
Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities. LChange@ACL (2019)
Pia Sommerauer, Antske Fokkens, Piek Vossen
Towards interpretable, data-derived distributional meaning representations for reasoning: A dataset of properties and concepts. GWC (2019)
Pia Sommerauer, Antske Fokkens, Piek Vossen
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings. SemEval@NAACL-HLT (2018)
Pia Sommerauer, Antske Fokkens
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell. CoRR (2018)
Pia Sommerauer, Antske Fokkens
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell. BlackboxNLP@EMNLP (2018)