Dennis Assenmacher

4 papers · 2023–2025 · 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)

Venues

ACL (2) EMNLP (1) IJCNLP (1)

Top co-authors

Claudia Wagner (2) Matteo Melis (1) Rabiraj Bandyopadhyay (1) Jose Maria Alonso-Moral (1) Gianluca Demartini (1) Leon Fröhling (1) Mattia Samory (1) Indira Sen (1) Gabriella Lapesa (1) Wil Aalst (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Natural Language Processing (3) Application Areas (3) Applications (3) Core AI (3) Learning Types · Machine Learning (2) Deep Learning (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

prompt engineering (2) text classification (2) large language model (2) data annotation (1) toxicity detection (1) supervised learning (1) diversity modeling (1) influence function (1) spurious correlation (1) data quality (1) data pruning (1) label imbalance (1) spurious feature (1) hate speech detection (1) counterfactual data (1) persona modeling (1) hate speech classification (1) influence score (1) persona prompting (1) annotation diversity (1)

Papers

A Modular Taxonomy for Hate Speech Definitions and Its Impact on Zero-Shot LLM Classification Performance ACL 2025 Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection IJCNLP 2025 Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025 People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023