Carolin M. Schuster

4 papers · 2022–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 📈 Trend Setter

Venues

EMNLP (2) ACL (1) NAACL (1)

Top co-authors

Georg Groh (3) Alexander H. Berger (1) Simon Malberg (1) Roman Poletukhin (1) Simon Hegelich (1) Janek Falkenstein (1) Florian Eichin (1) Michael A. Hedderich (1)

Research topics

Artificial Intelligence (3) Natural Language Processing (3) Core AI (3) Machine Learning (2) Core Methods (2) Resources & Methods (2) Applications (1) Learning Paradigms (1)

Keywords

large language model (2) representation learning (1) in-context learning (1) topic modeling (1) model evaluation (1) multimodal learning (1) semantic analysis (1) text representation (1) evaluation framework (1) document clustering (1) benchmark dataset (1) task recognition (1) cognitive bia (1) contextual embedding (1) semantic component analysis (1) multi-topic distribution (1) unsupervised learning (1) pixel generation (1)

Papers

A Comprehensive Evaluation of Cognitive Biases in LLMs NAACL 2025 Semantic Component Analysis: Introducing Multi-Topic Distributions to Clustering-Based Topic Modeling EMNLP 2025 From Language to Pixels: Task Recognition and Task Learning in LLMs EMNLP 2024 From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022