Writerslogic at PAN 2026: Process over Content for Robust Detection under Domain Shift
cs.CL
Submitted: 2026-10-02
Updated: 2026-10-02
Code: https://github.com/dcondrey/voight-kampff-clef2026
Terminology
Sources
- A Lightweight Approach to Detection of AI-Generated Texts Using Stylometric Features
- RoBERTa: A Robustly Optimized BERT Pretraining Approach
- Learning by Surprise: Adaptive Mitigation of Model Collapse in Large Language Models
- Evaluating the Robustness of Large Language Model Safety Guardrails Against Adversarial Attacks
- On the Insecurity of Keystroke-Based AI Authorship Detection: Timing-Forgery Attacks Against Motor-Signal Verification
- SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
- Invariant Risk Minimization
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