Jan Fillies

5 papers · 2024–2026 · 4 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12)

Venues

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

Top co-authors

Adrian Paschke (5) Sven Bodemer (1) Roman Salzwedel (1) Peiran Li (1) Rebecca Reichel (1) Marius Wawerek (1) Michael Peter Hoffmann (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Application Areas (4) Applications (4) Learning Types (3) Artificial Intelligence (2) Interdisciplinary (2) Core AI (2) Core Methods (2) Social (2)

Keywords

text classification (3) hate speech detection (2) content moderation (2) algorithmic fairness (1) domain adaptation (1) data augmentation (1) social media analysis (1) text generation (1) multi-label classification (1) ensemble method (1) bias mitigation (1) generative adversarial network (1) toxicity classification (1) demographic analysis (1) toxic language (1) text normalization (1) toxic speech detection (1) dataset integration (1) taxonomy alignment (1) large language model (1)

Papers

ToxiGAN: Toxic Data Augmentation via LLM-Guided Directional Adversarial Generation EACL 2026 A Comprehensive Taxonomy of Bias Mitigation Methods for Hate Speech Detection ACL 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting EMNLP 2025 Simple LLM based Approach to Counter Algospeak NAACL 2024