Datasets:
Tasks:
Question Answering
Languages:
English
Multilinguality:
monolingual
Size Categories:
100K<n<1M
Language Creators:
found
Annotations Creators:
machine-generated
Source Datasets:
original
ArXiv:
License:
--- | |
--- | |
# Dataset Card for "qanta" | |
## Table of Contents | |
- [Dataset Description](#dataset-description) | |
- [Dataset Summary](#dataset-summary) | |
- [Supported Tasks](#supported-tasks) | |
- [Languages](#languages) | |
- [Dataset Structure](#dataset-structure) | |
- [Data Instances](#data-instances) | |
- [Data Fields](#data-fields) | |
- [Data Splits Sample Size](#data-splits-sample-size) | |
- [Dataset Creation](#dataset-creation) | |
- [Curation Rationale](#curation-rationale) | |
- [Source Data](#source-data) | |
- [Annotations](#annotations) | |
- [Personal and Sensitive Information](#personal-and-sensitive-information) | |
- [Considerations for Using the Data](#considerations-for-using-the-data) | |
- [Social Impact of Dataset](#social-impact-of-dataset) | |
- [Discussion of Biases](#discussion-of-biases) | |
- [Other Known Limitations](#other-known-limitations) | |
- [Additional Information](#additional-information) | |
- [Dataset Curators](#dataset-curators) | |
- [Licensing Information](#licensing-information) | |
- [Citation Information](#citation-information) | |
- [Contributions](#contributions) | |
## Dataset Description | |
- **Homepage:** [http://www.qanta.org/](http://www.qanta.org/) | |
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
- **Size of downloaded dataset files:** 162.84 MB | |
- **Size of the generated dataset:** 140.36 MB | |
- **Total amount of disk used:** 303.20 MB | |
### Dataset Summary | |
The Qanta dataset is a question answering dataset based on the academic trivia game Quizbowl. | |
### Supported Tasks | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Languages | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Dataset Structure | |
We show detailed information for up to 5 configurations of the dataset. | |
### Data Instances | |
#### mode=first,char_skip=25 | |
- **Size of downloaded dataset files:** 162.84 MB | |
- **Size of the generated dataset:** 140.36 MB | |
- **Total amount of disk used:** 303.20 MB | |
An example of 'guessdev' looks as follows. | |
``` | |
This example was too long and was cropped: | |
{ | |
"answer": "Apollo_program", | |
"category": "History", | |
"char_idx": -1, | |
"dataset": "quizdb.org", | |
"difficulty": "easy_college", | |
"first_sentence": "As part of this program, William Anders took a photo that Galen Rowell called \"the most influential environmental photograph ever taken.\"", | |
"fold": "guessdev", | |
"full_question": "\"As part of this program, William Anders took a photo that Galen Rowell called \\\"the most influential environmental photograph e...", | |
"gameplay": false, | |
"id": "127028-first", | |
"page": "Apollo_program", | |
"proto_id": "", | |
"qanta_id": 127028, | |
"qdb_id": 126689, | |
"raw_answer": "Apollo program [or Project Apollo; accept Apollo 8; accept Apollo 1; accept Apollo 11; prompt on landing on the moon]", | |
"sentence_idx": -1, | |
"subcategory": "American", | |
"text": "As part of this program, William Anders took a photo that Galen Rowell called \"the most influential environmental photograph ever taken.\"", | |
"tokenizations": [[0, 137], [138, 281], [282, 412], [413, 592], [593, 675]], | |
"tournament": "ACF Fall", | |
"year": 2016 | |
} | |
``` | |
### Data Fields | |
The data fields are the same among all splits. | |
#### mode=first,char_skip=25 | |
- `id`: a `string` feature. | |
- `qanta_id`: a `int32` feature. | |
- `proto_id`: a `string` feature. | |
- `qdb_id`: a `int32` feature. | |
- `dataset`: a `string` feature. | |
- `text`: a `string` feature. | |
- `full_question`: a `string` feature. | |
- `first_sentence`: a `string` feature. | |
- `char_idx`: a `int32` feature. | |
- `sentence_idx`: a `int32` feature. | |
- `tokenizations`: a dictionary feature containing: | |
- `feature`: a `int32` feature. | |
- `answer`: a `string` feature. | |
- `page`: a `string` feature. | |
- `raw_answer`: a `string` feature. | |
- `fold`: a `string` feature. | |
- `gameplay`: a `bool` feature. | |
- `category`: a `string` feature. | |
- `subcategory`: a `string` feature. | |
- `tournament`: a `string` feature. | |
- `difficulty`: a `string` feature. | |
- `year`: a `int32` feature. | |
### Data Splits Sample Size | |
| name |adversarial|buzzdev|buzztrain|guessdev|guesstrain|buzztest|guesstest| | |
|-----------------------|----------:|------:|--------:|-------:|---------:|-------:|--------:| | |
|mode=first,char_skip=25| 1145| 1161| 16706| 1055| 96221| 1953| 2151| | |
## Dataset Creation | |
### Curation Rationale | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Source Data | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Annotations | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Personal and Sensitive Information | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Considerations for Using the Data | |
### Social Impact of Dataset | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Discussion of Biases | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Other Known Limitations | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
## Additional Information | |
### Dataset Curators | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Licensing Information | |
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
### Citation Information | |
``` | |
@article{Rodriguez2019QuizbowlTC, | |
title={Quizbowl: The Case for Incremental Question Answering}, | |
author={Pedro Rodriguez and Shi Feng and Mohit Iyyer and He He and Jordan L. Boyd-Graber}, | |
journal={ArXiv}, | |
year={2019}, | |
volume={abs/1904.04792} | |
} | |
``` | |
### Contributions | |
Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |