---
license: other
task_categories:
- text-generation
language:
- ru
tags:
- russian
- wikipedia
- ruwiki
pretty_name: RuWikiBench Data
size_categories:
- 1K<n<10K
---

# RuWikiBench

RuWikiBench is a Russian benchmark dataset designed to evaluate analytical capabilities of large language models via Wikipedia-style article generation.
This repository contains the data used by the RuWikiBench pipeline: extracted source texts and link mappings.


## Data collection

The dataset is based on a manually selected subset of articles from the Russian internet encyclopedia **"Ruwiki"** (Рувики). The selection targets diverse topics with sufficient external references.

Collection procedure:

1. **Article selection**: articles were manually chosen to cover diverse domains and to contain many external references.  
2. **Source downloading**: external sources referenced by each article were automatically downloaded (e.g., using `newspaper3k`).  
3. **Chunking into snippets**: source texts were split into fragments of approximately **~600 words** to emulate retrieval-augmented generation conditions.

Below is the schematic breakdown of an article `https://ru.ruwiki.ru/wiki/Python`.
<img src='article_entities.png' alt='Main article entities' width="60%">