pan-clef

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dcondrey / trajectory-detection-clef2026

PAN@CLEF 2026 Reasoning Trajectory Detection: 1st place source detection (0.85 F1) and 3rd safety classification (0.66 F1) — feature robustness under domain shift.

multilingual lightgbm feature-engineering domain-shift ai-detection llm-detection refusal-detection clef2026 safety-classification pan-clef vocabulary-fingerprints

Updated Sep 2, 2026
Python

dcondrey / voight-kampff-clef2026

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PAN@CLEF 2026 Voight-Kampff AI-generated text detector: calibrated DeBERTa + LightGBM + SVM ensemble over 44 domain-portable features (0.891 ROC-AUC).

nlp lightgbm ensemble stylometry deberta ai-generated-text-detection clef2026 pan-clef

Updated Sep 2, 2026
Python

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