Author

Mehmet M. Dalkilic

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Jul 2026

Cross-Lingual Transfer for Machine Translation in Turkic Languages

It is found that transfer is strongest between closely related Turkic pairs, especially Turkish-Azerbaijani and Kazakh-Kyrgyz and that the same transfer source-transfer target pair can behave differently when the translation target changes.

Omer Burak Cinar, Mehmet M. Dalkilic, Cagri Toraman · arXiv.org · 0 citations

Jul 2026

Detect Early, Escalate Rarely: Anytime Detection of AI-Generated Video from the Compressed Bitstream

Detectors for AI-generated video are evaluated offline and recast the task as streaming perception and score the motion field the codec already wrote into the bitstream as a parse, not a pixel-domain forward pass.

Mert Onur Cakiroglu, Mehmet M. Dalkilic, H. Kurban · arXiv.org · 0 citations