Author

Ilknur Karadeniz

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Open access 2026

Turkish Subword Segmentation: A Unified Intrinsic–Extrinsic Analysis

It is demonstrated that intrinsic morphological accuracy is not a reliable predictor of downstream NMT performance, offering a practical guideline for segmentation design in Turkish and other morphologically rich languages: segmentation should be validated directly on the target task rather than assumed to transfer fro...

Uraz Kagan Gunes, O. T. Yildiz, Ilknur Karadeniz · IEEE Access · 0 citations

#natural language process... Preprint Sep 2026

Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation

This study investigates the extent to which Retrieval-Augmented Generation and Named Entity Recognition improve the quality, factual consistency, and readability of automatically generated lay summaries compared with standard LLM-based generation.

E. Evgin, Ilknur Karadeniz, O. T. Yildiz · 0 citations