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README.md

@@ -1,45 +1,68 @@
 ---
 license: odc-by
-
-dataset_info:
-  features:
-  - name: sentence
-    dtype: string
-  - name: label
-    dtype: int64
-  - name: idx
-    dtype: int64
-  - name: sentence_ka
-    dtype: string
-  splits:
-  - name: validation
-    num_bytes: 235869
-    num_examples: 481
-  download_size: 113320
-  dataset_size: 235869
-configs:
-- config_name: default
-  data_files:
-  - split: validation
-    path: data/validation-*
+task_categories:
+  - text-classification
+language:
+  - ka
+  - en
+size_categories:
+  - n<1K
+tags:
+  - benchmark
+  - sentiment-analysis
 ---
 
-## Dataset Details
+# sst2-ka
+
+Georgian translation of the SST-2 (Stanford Sentiment Treebank) benchmark.
+
+## Dataset Summary
+
+| Property | Value |
+|----------|-------|
+| Examples | 481 |
+| Splits | validation |
+| Languages | Georgian, English |
+| Task | Sentiment Classification |
+
+## Data Fields
+
+- `sentence`: Sentence (English)
+- `label`: Sentiment label (0=negative, 1=positive)
+- `idx`: Example index
+- `sentence_ka`: Sentence (Georgian)
+
+## Translation Methodology
 
-- **Developed by:** Tbilisi AI Lab
+1. Translation model generates initial Georgian translation
+2. Human contractor verifies and fixes translation if needed
+3. Human validator confirms translation quality
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("tbilisi-ai-lab/sst2-ka")
+```
 
 ## Citation
+
 ```bibtex
-@misc{sst2ka,
-  title        = {sst2-ka: A Dataset by Tbilisi AI Lab},
+@misc{tbilisi2025sst2ka,
+  title        = {sst2-ka: Georgian SST-2 Benchmark},
   author       = {Tbilisi AI Lab Team},
   year         = {2025},
   publisher    = {Hugging Face},
-  howpublished = {\url{https://huggingface.co/datasets/tbilisi-ai-lab/sst2-ka}},
-  note         = {Accessed: 2025-10-18}
+  howpublished = {\url{https://huggingface.co/datasets/tbilisi-ai-lab/sst2-ka}}
 }
 ```
 
-## License/Terms of Use:
-odc-by
+## License
+
+[ODC-BY](https://opendatacommons.org/licenses/by/1-0/)
+
+## Contact
 
+- **Organization:** [Tbilisi AI Lab](https://huggingface.co/tbilisi-ai-lab)
+- **Website:** [ailab.ge](https://ailab.ge)