Research-backed MCP system using Arabic morphology, transformer embeddings, and Poincaré geometry to ground semantic relationships in classical Arabic.
Bilingual (English + Arabic) fake review detector built with fine-tuned transformer models (DistilBERT + CamelBERT) and deployed as a FastAPI web app.
BAREC-ST-2026. The Second Shared Task on Sentence-level Readability Assessment (Open Track): An NLP competition on fine-grained Arabic readability classification across 19 levels.
Arabic stance detection system for StanceEval-2026 on Mawqif-v2, combining fine-tuned Arabic encoders, retrieval-augmented few-shot LLMs, LoRA adapters, and a per-class stacking ensemble for seen and unseen target evaluation.
Arabic punctuation restoration project using NLP preprocessing, BiLSTM, CRF, FastText embeddings, and transformer-based token classification.
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