# Memorization vs Generalization: Paraphrase Testleri ve LLM'in Gerçek Anlayışı

> Source: https://sukruyusufkaya.com/learn/llm-muhendisligi/memorization-generalization-paraphrase
> Updated: 2026-08-18T14:10:12.582Z
> Category: LLM Mühendisliği
> Module: Modül 4: LLM'lerin Zihinsel Modeli
**TLDR:** LLM training corpus'u 'ezberliyor' mu yoksa 'genelleyerek öğreniyor' mu? Exact match tests, paraphrase resistance, contamination detection, membership inference. Eval'de memorization detection, training data extraction risks, privacy implications.