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README_CELL8.md

@@ -4,69 +4,23 @@ tags:
 - cell8
 - fulltext
 - nlp
-- v8.12.1
 ---
 
-# 🧬 Cell 8: Quantum Full-Text Mining
-
-## Overview
-Cell 8 collects full-text scientific articles and preprints about *Kluyveromyces marxianus* from multiple sources.
-
-## Data Sources
-- PubMed Central (PMC)
-- arXiv
-- Semantic Scholar
-- Europe PMC
-- bioRxiv/medRxiv
+# Cell 8: Full-Text Mining
 
 ## Usage
 
 ### Load Splits
 ```python
 from datasets import load_dataset
-
-splits = load_dataset(
-    "Milad96/Kluyveromyces-marxianus",
-    name="cell8_fulltext_nlp",
-    data_dir="cell8_splits"
-)
-
-print(splits['train'][0])
+splits = load_dataset("Milad96/Kluyveromyces-marxianus", name="cell8_fulltext_nlp", data_dir="cell8_splits")
 ```
 
 ### Load Raw Data
 ```python
-raw_data = load_dataset(
-    "Milad96/Kluyveromyces-marxianus",
-    name="cell8_fulltext_nlp",
-    data_dir="cell8_data",
-    split="train"
-)
+raw_data = load_dataset("Milad96/Kluyveromyces-marxianus", name="cell8_fulltext_nlp", data_dir="cell8_data", split="train")
 ```
 
-## Schema
-- **record_id**: Unique identifier
-- **source**: Data source (PMC, ArXiv, etc.)
-- **title**: Paper title
-- **authors**: List of authors
-- **abstract**: Abstract text
-- **full_text**: Full article text (when available)
-- **keywords**: Keywords/tags
-- **citations_count**: Number of citations
-- **open_access**: Whether paper is open access
-
 ## Statistics
-- **Total Records**: 275
-- **Collection Date**: 2025-11-14
-- **Version**: v8.12.1
-
-## Citation
-```bibtex
-@dataset{km_cell8,
-  title = {Kluyveromyces marxianus Cell 8: Full-Text Mining},
-  author = {Milad96},
-  year = {2025},
-  publisher = {HuggingFace},
-  url = {https://huggingface.co/datasets/Milad96/Kluyveromyces-marxianus}
-}
-```
+- Total Records: 1,841
+- Collection Date: 2025-11-14