Create README.md

README.md

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+---
+configs:
+  - config_name: default
+    data_files:
+      - split: test
+        path: qrels/test.jsonl
+  - config_name: corpus
+    data_files:
+      - split: corpus
+        path: corpus.jsonl
+  - config_name: queries
+    data_files:
+      - split: queries
+        path: queries.jsonl
+---
+## Dataset Summary
+
+**CQADupstack-wordpress-Fa** is a Persian (Farsi) dataset created for the **Retrieval** task, focused on identifying **duplicate or semantically equivalent questions** in the domain of WordPress development. It is a **translated version** of the *WordPress Development StackExchange* data from the English **CQADupstack** dataset and is part of the [FaMTEB (Farsi Massive Text Embedding Benchmark)](https://huggingface.co/spaces/mteb/leaderboard).
+
+* **Language(s):** Persian (Farsi)  
+* **Task(s):** Retrieval (Duplicate Question Retrieval)  
+* **Source:** Translated from CQADupstack-WordPress (BEIR benchmark) using Google Translate  
+* **Part of FaMTEB:** Yes — under the BEIR-Fa collection
+
+## Supported Tasks and Leaderboards
+
+This dataset is designed to test the ability of **text embedding models** to retrieve semantically similar or duplicate questions from technical user forums. Evaluation results appear on the **Persian MTEB Leaderboard** on Hugging Face Spaces (filter by language: Persian).
+
+## Construction
+
+The dataset was constructed by:
+
+- Extracting the WordPress subforum data from the English CQADupstack dataset
+- Translating it into Persian using the **Google Translate API**
+- Preserving original query-positive pairs for Retrieval task evaluation
+
+As noted in the *FaMTEB* paper, the **BEIR-Fa collection** (which includes this dataset) was evaluated through:
+
+- **BM25 score comparisons**
+- **GEMBA-DA** framework using LLMs to assess translation accuracy
+
+These validation methods indicated good translation quality overall.
+
+## Data Splits
+
+The full CQADupstack-Fa benchmark includes:
+
+- **Train:** 0 samples  
+- **Dev:** 0 samples  
+- **Test:** 480,902 samples (across all CQADupstack-Fa datasets)
+
+This WordPress-specific subset includes approximately **49.9k examples**. Individual test splits for this sub-dataset are not separately detailed in the FaMTEB paper; refer to the dataset provider or Hugging Face dataset card for exact distribution if needed.