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Mucahit Cevik

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#artificial intelligence Preprint Sep 2026

Forecasting Intraday USD/CAD Exchange Rate with News-Derived Monetary-Policy Signals

Monetary-policy announcements and central-bank communications play a central role in foreign exchange markets, yet their qualitative, unstructured form makes their forecasting value difficult to quantify. While prior research has largely focused on sentiment extracted from financial news, comparatively little is known...

Maya Kodeih, Aliaa Alnaggar, Mucahit Cevik · 0 citations
Open access Aug 2026

Optimizing Multilingual Embedding Models for Retrieval and Reranking in RAG Pipelines: Enhancing Semantic Search in Turkish Medical Datasets

The findings indicate that domain-specialized models improve in-domain retrieval relative to generic models, and that systematic optimization through the multi-stage pipeline yields measurable gains in retrieval precision.

Savaş Yıldırım, Mucahit Cevik, Ayşe Başar · 0 citations

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