---
task_categories:
- text-retrieval
- text-generation
language:
- en
- de
- it
- pt
- fa
- fr
- ja
- es
- ru
- zh
pretty_name: Preprocessed Multilingual Wikipedia
size_categories:
- 100M<n<1B
configs:
  - config_name: "20240401"
    data_files:
      - "20240401/en/collection.jsonl"
      - "20240401/de/collection.jsonl"
      - "20240401/es/collection.jsonl"
      - "20240401/fa/collection.jsonl"
      - "20240401/fr/collection.jsonl"
      - "20240401/it/collection.jsonl"
      - "20240401/zh/collection.jsonl"
      - "20240401/ru/collection.jsonl"
      - "20240401/ja/collection.jsonl"
      - "20240401/pt/collection.jsonl"
  - config_name: "20240801"
    data_files:
      - "20240801/en/collection.jsonl"
      - "20240801/de/collection.jsonl"
      - "20240801/es/collection.jsonl"
      - "20240801/fa/collection.jsonl"
      - "20240801/fr/collection.jsonl"
      - "20240801/it/collection.jsonl"
      - "20240801/zh/collection.jsonl"
      - "20240801/ru/collection.jsonl"
      - "20240801/ja/collection.jsonl"
      - "20240801/pt/collection.jsonl"

---



This dataset contains preprocessed and chunked Wikipedia HTML dumps from 10 languages.

Refer to the following for more information:

GitHub repository: https://github.com/stanford-oval/WikiChat

Papers:
- [WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia](https://arxiv.org/abs/2305.14292)
- [SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing](https://arxiv.org/abs/2406.00562)

<p align="center">
    <img src="https://github.com/stanford-oval/WikiChat/blob/main/public/logo_light.png?raw=true" width="100px" alt="WikiChat Logo" />
    <h1 align="center">
        <b>WikiChat</b>
        <br>
        <a href="https://github.com/stanford-oval/WikiChat/stargazers">
            <img src="https://img.shields.io/github/stars/stanford-oval/WikiChat?style=social" alt="Github Stars">
        </a>
    </h1>
</p>
<p align="center">
    Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia
</p>
<p align="center">
    Online demo:
    <a href="https://wikichat.genie.stanford.edu" target="_blank">
        https://wikichat.genie.stanford.edu
    </a>
    <br>
</p>

<p align="center">
    <img src="https://raw.githubusercontent.com/stanford-oval/WikiChat/ee25ff7d355c8fbb1321489e1e955be8ae068367/public/pipeline.svg" width="700px" alt="WikiChat Pipeline" />
</p>