Pia Sommerauer
13 papers · 2018–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
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word embedding
(5)
distributional semantic model
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distributional semantics
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knowledge representation
(1)
cross-lingual transfer
(1)
embedding space
(1)
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linguistic annotation
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news analysis
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contextual representation
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attribute recognition
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supervised classification
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word sense disambiguation
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semantic similarity
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coreference resolution
(1)
language variation
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bias mitigation
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event detection
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Papers
Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE
ACL 2025
Language Models Lack Temporal Generalization and Bigger is Not Better
ACL 2025
Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text
EMNLP 2025
Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text
NAACL 2024
Tracking Perspectives on Event Participants: a Structural Analysis of the Framing of Real-World Events in Co-Referential Corpora
COLING 2024
Methodological Insights in Detecting Subtle Semantic Shifts with Contextualized and Static Language Models
EMNLP 2023
Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection
EMNLP 2022
Challenging distributional models with a conceptual network of philosophical terms
NAACL 2021
Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models
ACL 2020
Would you describe a leopard as yellow? Evaluating crowd-annotations with justified and informative disagreement
COLING 2020
Conceptual Change and Distributional Semantic Models: an Exploratory Study on Pitfalls and Possibilities
ACL 2019
Firearms and Tigers are Dangerous, Kitchen Knives and Zebras are Not: Testing whether Word Embeddings Can Tell
EMNLP 2018
Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings
SemEval 2018