Datasets:
Tasks:
Question Answering
Languages:
English
Multilinguality:
monolingual
Size Categories:
1M<n<10M
Language Creators:
expert-generated
Annotations Creators:
no-annotation
Source Datasets:
original
License:
unknown
Dataset Preview
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Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError Exception: NotImplementedError Message: Extraction protocol for TAR archives like 'http://nlp.cs.washington.edu/zeroshot/relation_splits.tar.bz2' is not implemented in streaming mode. Please use `dl_manager.iter_archive` instead. Example usage: url = dl_manager.download(url) tar_archive_iterator = dl_manager.iter_archive(url) for filename, file in tar_archive_iterator: ... Traceback: Traceback (most recent call last): File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 485, in compute_first_rows_response rows = get_rows( File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 120, in decorator return func(*args, **kwargs) File "/src/workers/datasets_based/src/datasets_based/workers/first_rows.py", line 164, in get_rows ds = load_dataset( File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/load.py", line 1751, in load_dataset return builder_instance.as_streaming_dataset(split=split) File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1206, in as_streaming_dataset splits_generators = {sg.name: sg for sg in self._split_generators(dl_manager)} File "/tmp/modules-cache/datasets_modules/datasets/qa_zre/9ad49793a90e5078eb59cf29a88c0b0e893635bbb797a054ac70ab55165bf453/qa_zre.py", line 62, in _split_generators dl_dir = dl_manager.download_and_extract(_DATA_URL) File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 1074, in download_and_extract return self.extract(self.download(url_or_urls)) File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 1026, in extract urlpaths = map_nested(self._extract, url_or_urls, map_tuple=True) File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/utils/py_utils.py", line 436, in map_nested return function(data_struct) File "/src/workers/datasets_based/.venv/lib/python3.9/site-packages/datasets/download/streaming_download_manager.py", line 1036, in _extract raise NotImplementedError( NotImplementedError: Extraction protocol for TAR archives like 'http://nlp.cs.washington.edu/zeroshot/relation_splits.tar.bz2' is not implemented in streaming mode. Please use `dl_manager.iter_archive` instead. Example usage: url = dl_manager.download(url) tar_archive_iterator = dl_manager.iter_archive(url) for filename, file in tar_archive_iterator: ...
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Dataset Card for QaZre
Dataset Summary
A dataset reducing relation extraction to simple reading comprehension questions
Supported Tasks and Leaderboards
Languages
Dataset Structure
Data Instances
default
- Size of downloaded dataset files: 492.15 MB
- Size of the generated dataset: 1989.22 MB
- Total amount of disk used: 2481.37 MB
An example of 'validation' looks as follows.
{
"answers": [],
"context": "answer",
"question": "What is XXX in this question?",
"relation": "relation_name",
"subject": "Some entity Here is a bit of context which will explain the question in some way"
}
Data Fields
The data fields are the same among all splits.
default
relation
: astring
feature.question
: astring
feature.subject
: astring
feature.context
: astring
feature.answers
: alist
ofstring
features.
Data Splits
name | train | validation | test |
---|---|---|---|
default | 8400000 | 6000 | 120000 |
Dataset Creation
Curation Rationale
Source Data
Initial Data Collection and Normalization
Who are the source language producers?
Annotations
Annotation process
Who are the annotators?
Personal and Sensitive Information
Considerations for Using the Data
Social Impact of Dataset
Discussion of Biases
Other Known Limitations
Additional Information
Dataset Curators
Licensing Information
Unknown.
Citation Information
@inproceedings{levy-etal-2017-zero,
title = "Zero-Shot Relation Extraction via Reading Comprehension",
author = "Levy, Omer and
Seo, Minjoon and
Choi, Eunsol and
Zettlemoyer, Luke",
booktitle = "Proceedings of the 21st Conference on Computational Natural Language Learning ({C}o{NLL} 2017)",
month = aug,
year = "2017",
address = "Vancouver, Canada",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/K17-1034",
doi = "10.18653/v1/K17-1034",
pages = "333--342",
}
Contributions
Thanks to @thomwolf, @lhoestq, @ghomasHudson, @lewtun for adding this dataset.
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