Christoph Kern

3 papers · 2023–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ICML (1)

Top co-authors

Bolei Ma (2) Frauke Kreuter (2) Rob Chew (2) Stephanie Eckman (2) Jacob Beck (1) Unai Fischer-Abaigar (1) Juan Carlos Perdomo (1) Barbara Plank (1)

Research topics

Machine Learning (3) Application Areas (2) Learning Types (2) Artificial Intelligence (1) Data Science & Analytics (1) Interdisciplinary (1) Natural Language Processing (1) Applications · Natural Language Processing (1) Applications · Data Science & Analytics (1) Core AI (1) Social (1)

Keywords

model calibration (1) bert model (1) training data (1) model performance (1) bert fine-tuning (1) hate speech detection (1) hate speech classification (1) fairness in nlp (1) annotation bia (1) annotation sensitivity (1) annotation instrument (1) population alignment (1) annotator representation (1) bureaucratic capacity (1) equity-driven (1) german residents (1) policy levers (1) prediction (1) worst-off (1)

Papers

Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication EMNLP 2025 The Value of Prediction in Identifying the Worst-Off ICML 2025 Annotation Sensitivity: Training Data Collection Methods Affect Model Performance EMNLP 2023