Karolina Stańczak
10 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (19)
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Keyword Pioneer
🐣
Hot Topic Early Bird
👥
Mega-Team
(54)
Conferences
EMNLP (3)
ACL (2)
NAACL (2)
AAAI (1)
EACL (1)
ICML (1)
Top co-authors
Keywords
bias evaluation
(2)
language model
(2)
variational inference
(1)
prompt engineering
(1)
text-to-image generation
(1)
mutual information
(1)
latent variable model
(1)
social bia
(1)
distributional semantics
(1)
vision language model
(1)
pre-trained model
(1)
pre-trained representation
(1)
human evaluation
(1)
word embedding
(1)
visual question answering
(1)
multilingual model
(1)
gender bia
(1)
racial bia
(1)
benchmark evaluation
(1)
representation learning
(1)
Papers
Probing for Reading Times
ACL 2026
CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
EMNLP 2025
SafeArena: Evaluating the Safety of Autonomous Web Agents
ICML 2025
SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models
NAACL 2025
Social Bias Probing: Fairness Benchmarking for Language Models
EMNLP 2024
Benchmarking Vision Language Models for Cultural Understanding
EMNLP 2024
A Latent-Variable Model for Intrinsic Probing
AAAI 2023
Measuring Intersectional Biases in Historical Documents
ACL 2023
Measuring Gender Bias in West Slavic Language Models
EACL 2023
Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models
NAACL 2022