Paper companion and reproducibility repository for UIT_HighDefinition at ImageCLEFmedical Caption 2026.
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Jun 27, 2026 - Jupyter Notebook
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clef2026
Here are 5 public repositories matching this topic...
PAN@CLEF 2026 Voight-Kampff AI-generated text detector: calibrated DeBERTa + LightGBM + SVM ensemble over 44 domain-portable features (0.891 ROC-AUC).
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Sep 2, 2026 - Python
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
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Sep 2, 2026 - Python
CLEF 2026 ELOQUENT Sensemaking — 'The PC Attractor': a CORAL+KDE ordinal-regression pipeline that collapses under domain shift (QWK 0.433 test, 0.053 PISA).
multilingual nlp calibration lightgbm sensemaking coral ordinal-regression failure-analysis qwk deberta product-of-experts distribution-shift clef2026 answer-assessment
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Sep 2, 2026 - Python
CLEF 2026 SimpleText: multi-candidate LLM simplification (SARI 47.43) + DeBERTa/LightGBM overgeneration detection (2nd place, Task 2).
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Sep 2, 2026 - Python
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