Update README.md

README.md

@@ -16,4 +16,30 @@ configs:
   data_files:
   - split: train
     path: data/train-*
+task_categories:
+- sentence-similarity
+language:
+- fa
+pretty_name: PersianSimilarSentences
+size_categories:
+- 100K<n<1M
 ---
+
+## Dataset Summary
+
+**PersianSimilarSentences** is a curated dataset of Persian sentence pairs designed for training semantic similarity and sentence embedding models. It combines several existing Persian NLP resources and a machine-translated version of the Quora Question Pairs dataset.
+
+This dataset was created to fine-tune the `FaLaBSE` and `FaMiniLM` models as part of the paper "MetaRAG and WikiFaQA: A Co-designed Framework and Benchmark for Advancing Persian Long-Context RAG."
+
+
+
+## Citation
+
+```bibtex
+@unpublished{mobarekati2024metarag,
+  title={MetaRAG and WikiFaQA: A Co-designed Framework and Benchmark for Advancing Persian Long-Context RAG},
+  author={Mobarekati, Ali and Mohades, Ali},
+  note={Unpublished manuscript},
+  year={2025}
+}
+```