CPV constructs counterfactual patient vignettes from medical QA datasets by varying demographic attributes (gender, ethnicity)
Kenza Benkirane
kenza-ily
AI & ML interests
Healthcare NLP, XAI, multimodal approaches
Recent Activity
authored a paper 10 days ago
DISCO: Document Intelligence Suite for COmparative Evaluation updated a collection 12 days ago
🪩 DISCO upvoted a paper 20 days ago
AToken: A Unified Tokenizer for VisionOrganizations
🪩 DISCO
Document Intelligence Suite for COmparative Evaluations
Med-LLMs
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BioMistral/BioMistral-7B
Text Generation • Updated • 150k • 496 -
ContactDoctor/Bio-Medical-MultiModal-Llama-3-8B-V1
Image-Text-to-Text • 9B • Updated • 52 • 143 -
medicalai/ClinicalBERT
Fill-Mask • Updated • 19k • • 362 -
sid321axn/Bio_ClinicalBERT-finetuned-medicalcondition
Text Classification • Updated • 6 • 15
🩺 Counterfactual Patient Variations (CPV)
CPV constructs counterfactual patient vignettes from medical QA datasets by varying demographic attributes (gender, ethnicity)
🫀 Medical benchmarks
🪩 DISCO
Document Intelligence Suite for COmparative Evaluations
🗺️ Machine Translation
Med-LLMs
-
BioMistral/BioMistral-7B
Text Generation • Updated • 150k • 496 -
ContactDoctor/Bio-Medical-MultiModal-Llama-3-8B-V1
Image-Text-to-Text • 9B • Updated • 52 • 143 -
medicalai/ClinicalBERT
Fill-Mask • Updated • 19k • • 362 -
sid321axn/Bio_ClinicalBERT-finetuned-medicalcondition
Text Classification • Updated • 6 • 15