---
dataset_info:
  features:
  - name: question
    dtype: string
  - name: specific_question
    dtype: string
  - name: keyword
    dtype: string
  - name: answer
    dtype: string
  - name: last_usage
    dtype: timestamp[ns]
  - name: variants
    sequence: string
  - name: id
    dtype: int64
  splits:
  - name: train
    num_bytes: 7215658
    num_examples: 12363
  download_size: 3920066
  dataset_size: 7215658
configs:
- config_name: default
  data_files:
  - split: train
    path: data/train-*
license: cc-by-4.0
task_categories:
- question-answering
- text2text-generation
- text-generation
language:
- cs
size_categories:
- 10K<n<100K
---
# Dataset Card for Dotazy of Institute of the Czech Language of the Czech Academy of Sciences (questions_ujc_cas_cs)

<!-- Provide a quick summary of the dataset. -->

This is a dataset scraped from the webpage https://dotazy.ujc.cas.cz/ mantained by the Instute of the Czech Language of the Academy of Sciences of the Czech Republic.

## Dataset Details

### Dataset Description

<!-- Provide a longer summary of what this dataset is. -->
This is a dataset scraped from the webpage https://dotazy.ujc.cas.cz/ mantained by the Instute of the Czech Language of the Academy of Sciences of the Czech Republic. It was scraped with their permission. It contains questions asked by the users of language consultancy of the Institute of the Czech Language along with answers and other metadata.

- **Curated by:** AIC FEE CTU
- **Language(s) (NLP):** Czech
- **License:** CC-BY 4.0

## Uses

<!-- Address questions around how the dataset is intended to be used. -->
This dataset is intended to be used in the process of instruction tuning of LLMs in Czech language. However, it can be utilized also for question-answering task or for language generation and other related tasks.

## Dataset Structure

<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->

We provide only single split and encourage the users to modify the dataset as the need.

The dataset fields are:
- question: more general question category
- specific question: specific question that was asked
- keyword: assigned keyword
- answer: answer of the Instute
- last_usage: date of the last usage
- variants: variants of considered language problem
- id: id number of the line

## Dataset Creation

### Curation Rationale

<!-- Motivation for the creation of this dataset. -->

The creation was motivated by the scarcity of available high-quality instruction tuning dataset in Czech.

### Source Data

<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
The source is the language consultancy webpage: https://dotazy.ujc.cas.cz/

#### Data Collection and Processing

<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->

The dataset was scraped from the web and the strings were fixed using ftfy Python library.

#### Who are the source data producers?

<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->

The producers of source data are the users of the language consultancy and the employees of the Instute of the Czech Language - https://ujc.cas.cz/cs/


#### Personal and Sensitive Information

<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->

The dataset should not contain any personal or sensitive information according to the original description and the nature of the information inside of it.

## Bias, Risks, and Limitations

<!-- This section is meant to convey both technical and sociotechnical limitations. -->

The content of this dataset is limited to the Czech language and the topic is also just the Czech language.

### Recommendations

<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->

Users should be made aware of the risks, biases and limitations of the dataset.

## Citation [optional]

<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->

TBA