ImageCLEF 2025: Multimodal Reasoning
Organizer & Contributor
- Curated Urdu MCQ dataset; designed VLM/LLM baselines and evaluation.
LLM-based Structured Text Evaluation
Advanced NLP (702) — 2025
- Structure-aware assessment at node/argument/claim levels.
COVID-19 Severity via scRNA-seq
Intro to Single Cell Bioinfo (703) — 2025
- SVM-based classifiers; SHAP biomarkers RSAD2, CXCL10, S100A8.
Multilingual Digital Discourse Analysis
Foundations of AI (701) — 2024
- LLMs outperform traditional ML in low-resource hate speech detection.
Peptide Classification with LLM embeddings + CNNs
NLP (701) — 2024
- Ensemble approach; SOTA-ish for AVP and strong across types.
Breast Cancer Histopathology (TL)
Freelance — 2022
- DenseNet-201; robust results across magnification levels.