Karolina Stańczak

10 papers · 2022–2026 · 6 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.

Achievements

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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (21) 👥 Mega-Team · Legion

💎 Century Club · Bronze 🔥 Unstoppable · Bronze

Venues

EMNLP (3) ACL (2) NAACL (2) AAAI (1) EACL (1) ICML (1)

Top co-authors

Isabelle Augenstein (5) Ryan Cotterell (3) Lisa Anne Hendricks (2) Lucas Torroba Hennigen (2) Sjoerd van Steenkiste (2) Aishwarya Agrawal (2) Shravan Nayak (2) Siva Reddy (2) Anaelia Ovalle (1) Jad Doughman (1)

Research topics

Artificial Intelligence (7) Core AI (7) Machine Learning (6) Natural Language Processing (5) Application Areas (4) Resources & Methods (4) Computer Vision (2) Deep Learning (2) Interdisciplinary (2) Core Methods (2) Analysis (1) Applications (1) Architectures (1) Cognitive Science (1) Generation (1)

Keywords

bias evaluation (2) social bia (2) language model (2) variational inference (1) text-to-image generation (1) mutual information (1) prompt engineering (1) latent variable model (1) multilingual model (1) pre-trained model (1) vision-language model (1) pre-trained representation (1) human evaluation (1) word embedding (1) distributional semantics (1) visual question answering (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 Benchmarking Vision Language Models for Cultural Understanding EMNLP 2024 Social Bias Probing: Fairness Benchmarking for Language Models EMNLP 2024 A Latent-Variable Model for Intrinsic Probing AAAI 2023 Measuring Gender Bias in West Slavic Language Models EACL 2023 Measuring Intersectional Biases in Historical Documents ACL 2023 Same Neurons, Different Languages: Probing Morphosyntax in Multilingual Pre-trained Models NAACL 2022