| --- |
| 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-mathematica-Fa** is a Persian (Farsi) dataset created for the **Retrieval** task, focused on **duplicate question detection** in community question-answering (CQA) forums. It is a translated version of the **"mathematica" (Mathematica Stack Exchange)** subforum from the English **CQADupstack** dataset and is part of the **FaMTEB** benchmark within the **BEIR-Fa** suite. |
|
|
| - **Language(s):** Persian (Farsi) |
| - **Task(s):** Retrieval (Duplicate Question Retrieval) |
| - **Source:** Translated from English using Google Translate |
| - **Part of FaMTEB:** Yes — under BEIR-Fa |
|
|
| ## Supported Tasks and Leaderboards |
|
|
| This dataset is designed to test **text embedding models** for their ability to retrieve **semantically similar or duplicate questions** within the domain of **Mathematica software and symbolic computation**. Results can be evaluated on the **Persian MTEB Leaderboard** (filter by language: Persian). |
|
|
| ## Construction |
|
|
| The dataset was built by: |
|
|
| - Translating the "mathematica" StackExchange subforum using the **Google Translate API** |
| - Preserving the structure of community QA for **duplicate retrieval** evaluation |
|
|
| Translation quality, as detailed in the FaMTEB paper, was assessed by: |
|
|
| - **BM25 performance comparisons** with the original English versions |
| - **GEMBA-DA framework** using LLMs for qualitative analysis |
|
|
| ## Data Splits |
|
|
| According to the FaMTEB paper (Table 5), all CQADupstack-Fa datasets use the following combined test set: |
|
|
| - **Train:** 0 samples |
| - **Dev:** 0 samples |
| - **Test:** 480,902 samples (aggregate) |
|
|
| This particular sub-dataset includes approximately **18.9k examples** (user-provided). Specific train/dev/test splits for `cqadupstack-mathematica-fa` are not detailed in the FaMTEB paper. Refer to the dataset provider for finer-grained information. |
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|
