Update README.md

README.md

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 license: apache-2.0
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-Here is a clean and professional README.md in English, without any emojis.
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-#Turkish Wikipedia Topic-to-Summary Dataset
+# Turkish Wikipedia Topic-to-Summary Dataset
 
 This dataset consists of title–summary pairs extracted from the Turkish Wikipedia XML dump. Each entry contains a topic title as the input and a cleaned, HTML-free summary generated from the first paragraph of the corresponding article as the output.
 It is suitable for training language models, retrieval systems, and knowledge extraction tasks.
 
-#Format
+## Format
 
 The dataset is provided in JSONL format. Each line represents a single record:
 ```
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   "output": "A short description or summary about the given title."
 }
 ```
-Cleaning Process
+## Cleaning Process
 
 The following preprocessing steps were applied:
 
@@ -56,12 +54,12 @@ Pretraining or finetuning LLMs on structured encyclopedic data
 Building question answering systems with short factual outputs
 
 
-Source
+## Source
 
 The dataset is derived from the publicly available Turkish Wikipedia dump.
 It does not contain any proprietary content and follows Wikipedia's licensing terms.
 
-Size
+## Size
 
 Format: JSONL
 
@@ -70,19 +68,9 @@ Each record: one topic title and its cleaned summary
 Dataset size will depend on the specific Wikipedia dump version used
 
 
-Notes
+## Notes
 
 This dataset is not an official product of Wikipedia or the Wikimedia Foundation. It is a processed derivative created for research and machine learning purposes.
 
 
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-If you want, I can also prepare:
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-A shorter version
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-A GitHub-optimized version
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-A citation block (BibTeX)
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-A dataset card in HuggingFace style