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--- |
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annotations_creators: |
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- no-annotation |
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language: |
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- en |
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language_creators: |
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- machine-generated |
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license: |
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- odc-by |
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multilinguality: |
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- monolingual |
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pretty_name: C4-FAQs |
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size_categories: |
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- 100K<n<1M |
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source_datasets: |
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- extended|c4 |
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tags: |
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- question-generation |
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- question_generation |
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- open-domain-qg |
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- qg |
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task_categories: |
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- text2text-generation |
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- text-generation |
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- question-answering |
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task_ids: |
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- text-simplification |
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- language-modeling |
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- open-domain-qa |
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--- |
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# Dataset Card for [Dataset Name] |
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## Table of Contents |
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- [Table of Contents](#table-of-contents) |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** |
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- **Repository:** |
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- **Paper:** |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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This dataset comprises of open-domain question-answer pairs obtained from extracting 100K FAQ URLs from C4 dataset. Please refer to the original [`paper`](https://arxiv.org/abs/1910.10683) and [`dataset card`](https://huggingface.co/datasets/c4) for more details. |
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You can load C4-FAQs as follows: |
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```python |
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from datasets import load_dataset |
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c4_faqs_dataset = load_dataset("vishal-burman/c4-faqs") |
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``` |
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### Supported Tasks and Leaderboards |
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C4-FAQs is mainly intended for open-domain end-to-end question generation. It can also be used for open-domain question answering. |
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### Languages |
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C4-FAQs only supports English language. |
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## Dataset Structure |
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### Data Instances |
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An example of a single dataset point: |
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```python |
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{'faq_pairs': [{'question': 'What should I bring for the tour?', 'answer': 'Nothing special, just be ready to walk for bit and potentially something to protect you from poltergeists and rain. Any kind of amulet or protection stone is also welcome.'}, {'question': 'Can kids join too ?', 'answer': 'Yes, we accept kids from 6 years old and on! We also have a family discount, if you book for 2 adults and 2 kids!'}, {'question': 'Where is the meeting point ?', 'answer': 'Brussels has many paved roads and those are hardly accessible with a wheelchair, for that reason we have to unfortunately label our tour as not wheelchair accessible.'}]} |
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``` |
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### Data Fields |
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The data have several fields: |
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- `url`: URL of the webpage containing the FAQs |
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- `faq_pairs`: A list of question-answer pairs extracted from the webpage |
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- `question`: A single question as a string |
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- `answer`: A single answer to the above question as a string |
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### Data Splits |
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| subset | total | |
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|:-------|:------| |
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| train | 100K | |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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[More Information Needed] |
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### Contributions |
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Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. |
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