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    <title>Şükrü Yusuf Kaya — AI Glossary</title>
    <link>https://sukruyusufkaya.com/en/glossary</link>
    <description>Bilingual Turkish-English AI glossary — newly added terms</description>
    <language>en</language>
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    <item>
      <title><![CDATA[Text-to-Image Generation]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/text-to-image-generation</link>
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      <description><![CDATA[A generative modeling approach that synthesizes new images from natural language prompts.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Multimodal Transformer]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/multimodal-transformer</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/multimodal-transformer</guid>
      <description><![CDATA[A model design that processes different data types such as text, images, audio, or video within a shared attention architecture.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Uncertainty Calibration]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/uncertainty-calibration</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/uncertainty-calibration</guid>
      <description><![CDATA[A quality approach aimed at making model confidence better aligned with actual correctness.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Abstention]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/abstention</link>
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      <description><![CDATA[The ability of a model to avoid fabricating certainty and instead decline or express uncertainty when it is not confident.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Factuality]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/factuality</link>
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      <description><![CDATA[A quality dimension describing how well generated content aligns with real-world facts, source data, or verifiable truth.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Hallucination]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/hallucination</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/hallucination</guid>
      <description><![CDATA[The phenomenon in which a model generates fluent but unsupported or incorrect content.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:48 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Reward Model]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/reward-model</link>
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      <description><![CDATA[An auxiliary model that estimates how preferable generated outputs are and provides signals for alignment.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Constitutional AI]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/constitutional-ai</link>
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      <description><![CDATA[An alignment approach that tries to guide model behavior through explicit principle sets and normative rules.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Direct Preference Optimization]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/direct-preference-optimization</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/direct-preference-optimization</guid>
      <description><![CDATA[A simpler alignment approach that learns directly from preference pairs.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Reinforcement Learning from Human Feedback]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/reinforcement-learning-from-human-feedback</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/reinforcement-learning-from-human-feedback</guid>
      <description><![CDATA[An alignment approach that uses reward signals to make model outputs more consistent with human preferences.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Verification Loop]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/verification-loop</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/verification-loop</guid>
      <description><![CDATA[A workflow pattern that attempts to validate model output through additional checks, source review, or second-stage verification.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Citation Grounding]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/citation-grounding</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/citation-grounding</guid>
      <description><![CDATA[An approach that improves trust by explicitly showing the source passages supporting the generated answer.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Tool-Augmented Generation]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/tool-augmented-generation</link>
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      <description><![CDATA[An approach in which the model uses tools such as computation, search, or external system calls to produce more accurate results.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[INT4 Quantization]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/int4-quantization</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/int4-quantization</guid>
      <description><![CDATA[An aggressive quantization approach that reduces the model to 4-bit precision for much lower memory cost.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[INT8 Quantization]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/int8-quantization</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/int8-quantization</guid>
      <description><![CDATA[A common quantization form that reduces weights and sometimes activations to 8-bit precision for balanced efficiency and quality.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Quantization Aware Training]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/quantization-aware-training</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/quantization-aware-training</guid>
      <description><![CDATA[An approach that trains the model under low-precision conditions to preserve quality after quantization.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Post-Training Quantization]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/post-training-quantization</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/post-training-quantization</guid>
      <description><![CDATA[A quantization approach that reduces a pretrained model to lower-bit precision to gain memory and speed benefits.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:47 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Tensor Parallelism]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/tensor-parallelism</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/tensor-parallelism</guid>
      <description><![CDATA[A technique that scales inference and training by splitting large model computations across devices within layers.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Continuous Batching]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/continuous-batching</link>
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      <description><![CDATA[A serving approach that increases throughput by dynamically merging requests arriving at different times into the same processing flow.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Paged Attention]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/paged-attention</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/paged-attention</guid>
      <description><![CDATA[An attention-management technique that handles KV cache memory more efficiently and improves resource use under multi-request serving.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Speculative Decoding]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/speculative-decoding</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/speculative-decoding</guid>
      <description><![CDATA[A decoding approach that speeds up generation by validating proposals from a smaller fast model with a larger model.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[KV Cache]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/kv-cache</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/kv-cache</guid>
      <description><![CDATA[A mechanism that stores previous attention computations to reduce repeated work in autoregressive generation.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Prefix Tuning]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/prefix-tuning</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/prefix-tuning</guid>
      <description><![CDATA[A PEFT technique that steers the model’s internal attention behavior through small learnable prefix representations.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Adapters]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/adapters</link>
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      <description><![CDATA[A parameter-efficient approach that inserts small modules into the base model to enable task adaptation.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[QLoRA]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/qlora</link>
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      <description><![CDATA[An approach that performs LoRA adaptation on a quantized base model to enable fine-tuning at lower hardware cost.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[LoRA]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/lora</link>
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      <description><![CDATA[A popular PEFT method that enables efficient fine-tuning by representing weight updates with low-rank matrices.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Parameter Efficient Fine-Tuning]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/parameter-efficient-fine-tuning</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/parameter-efficient-fine-tuning</guid>
      <description><![CDATA[A fine-tuning approach that adapts a model using a limited number of parameters instead of updating the full model.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Catastrophic Forgetting]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/catastrophic-forgetting</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/catastrophic-forgetting</guid>
      <description><![CDATA[The problem in which a model loses some of its prior general abilities while being adapted to new tasks.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:46 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Domain-Adaptive Fine-Tuning]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/domain-adaptive-fine-tuning</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/domain-adaptive-fine-tuning</guid>
      <description><![CDATA[An approach that adapts a model to the terminology and usage style of specific domains such as law, healthcare, or finance.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Prompt Template]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/prompt-template</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/prompt-template</guid>
      <description><![CDATA[A parameterized prompt pattern that provides reusable and consistent structure across repeated tasks.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[System Prompt]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/system-prompt</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/system-prompt</guid>
      <description><![CDATA[A high-level instruction layer that defines the model’s overall behavior, role, and priorities.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Mixture of Experts]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/mixture-of-experts</link>
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      <description><![CDATA[An approach in which only relevant expert subnetworks are activated for each input to achieve scale and efficiency.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Instruction Model]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/instruction-model</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/instruction-model</guid>
      <description><![CDATA[A version of a general language model adapted to follow task instructions more effectively.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Tokenizer]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/tokenizer</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/tokenizer</guid>
      <description><![CDATA[A core intermediary layer that converts text into tokens the model can process.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Autoregressive Decoding]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/autoregressive-decoding</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/autoregressive-decoding</guid>
      <description><![CDATA[A generation mode in which the model produces output token by token using previous outputs as context.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Emergent Capabilities]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/emergent-capabilities</link>
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      <description><![CDATA[Task behaviors that appear significantly stronger once a model reaches a certain scale.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:45 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Transferability]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/transferability</link>
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      <description><![CDATA[The ability of a model to transfer what it learned during pretraining into different tasks and domains.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Model Checkpoint]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/model-checkpoint</link>
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      <description><![CDATA[A saved model state captured at a certain stage of training and reusable later.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Scaling Laws]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/scaling-laws</link>
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      <description><![CDATA[A set of empirical regularities describing how performance changes as model size, data, and compute increase.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Pretraining]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/pretraining</link>
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      <description><![CDATA[The initial training stage in which a model learns broad patterns from large-scale general data.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Stochastic Generation]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/stochastic-generation</link>
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      <description><![CDATA[A generation mode that introduces probabilistic diversity instead of producing the exact same output every time.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Temperature Sampling]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/temperature-sampling</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/temperature-sampling</guid>
      <description><![CDATA[A parameter that adjusts output distribution sharpness to produce more controlled or more creative generation.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Sampling]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/sampling</link>
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      <description><![CDATA[The process of making probabilistic choices from a learned distribution while generating new output.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Generative Model]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/generative-model</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/generative-model</guid>
      <description><![CDATA[A family of models that can generate new samples rather than only predicting labels.]]></description>
      <category><![CDATA[uretken-yapay-zeka-ve-llm]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 20:56:44 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Phase-Aware Audio Processing]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/phase-aware-audio-processing</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/phase-aware-audio-processing</guid>
      <description><![CDATA[An approach that aims for more natural and accurate audio restoration by considering phase information in addition to magnitude.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:21 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Formant Analysis]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/formant-analysis</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/formant-analysis</guid>
      <description><![CDATA[A classical analysis approach that examines resonance regions in speech to extract phonetic and speaker-related information.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:21 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Pitch Tracking]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/pitch-tracking</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/pitch-tracking</guid>
      <description><![CDATA[A core acoustic analysis task that tracks the fundamental frequency of an audio signal over time.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:21 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Diffusion-Based Audio Enhancement]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/diffusion-based-audio-enhancement</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/diffusion-based-audio-enhancement</guid>
      <description><![CDATA[A next-generation generative enhancement approach that models audio restoration through iterative denoising.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:20 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Personalized Speech Enhancement]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/personalized-speech-enhancement</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/personalized-speech-enhancement</guid>
      <description><![CDATA[An approach focused on extracting a specific target speaker’s voice more effectively from background noise and other speakers.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:20 GMT</pubDate>
    </item>
    <item>
      <title><![CDATA[Mask-Based Speech Enhancement]]></title>
      <link>https://sukruyusufkaya.com/en/glossary/mask-based-speech-enhancement</link>
      <guid isPermaLink="true">https://sukruyusufkaya.com/en/glossary/mask-based-speech-enhancement</guid>
      <description><![CDATA[An approach that predicts masks over time-frequency representations to preserve speech components while suppressing noise.]]></description>
      <category><![CDATA[ses-konusma-audio-ai]]></category>
      <dc:creator>Şükrü Yusuf KAYA</dc:creator>
      <pubDate>Wed, 01 Apr 2026 18:03:20 GMT</pubDate>
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