S. Hamida

SupMTI of Rabat

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Data Curation & Synthetic Data (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)Open-Source Models & Weights (1)

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Nouhaila En Najih (1)A. Moussa (1)

Papers (1)

Jun 5, 2026

Abdelmalek Essaadi UniversityJun 5, 2026·also 2IACS Laboratory, ENSET Mohammedia, Hassan II University of Casablanca, SupMTI of Rabat

A Controlled Benchmark of Open-Source and Proprietary LLMs for Few-Shot Microbiome IBD Classification

Open-source LLMs can outperform proprietary counterparts in microbiome IBD classification, challenging the notion that commercial APIs are the only viable option for clinical deployments.

Nouhaila En Najih, S. Hamida, A. Moussa

Data Curation & Synthetic Data Eval Frameworks & Benchmarks Natural Language Processing+1

S. Hamida

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S. Hamida

Research focus

Frequent co-authors

Papers (1)