Datasets:
Tasks:
Question Answering
Modalities:
Text
Formats:
parquet
Sub-tasks:
extractive-qa
Languages:
English
Size:
10K - 100K
ArXiv:
License:
Commit
•
06709de
1
Parent(s):
5fe18c4
Convert dataset to Parquet
Browse filesConvert dataset to Parquet.
- README.md +30 -22
- dataset_infos.json +71 -1
- plain_text/train-00000-of-00001.parquet +3 -0
- plain_text/validation-00000-of-00001.parquet +3 -0
README.md
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---
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-
pretty_name: SQuAD
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annotations_creators:
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- crowdsourced
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language_creators:
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task_ids:
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- extractive-qa
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paperswithcode_id: squad
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-
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- config: plain_text
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task: question-answering
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task_id: extractive_question_answering
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splits:
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train_split: train
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eval_split: validation
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col_mapping:
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question: question
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context: context
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answers:
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text: text
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answer_start: answer_start
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metrics:
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- type: squad
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name: SQuAD
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dataset_info:
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features:
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- name: id
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dtype: string
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dtype: string
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- name: answer_start
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dtype: int32
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config_name: plain_text
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splits:
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- name: train
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-
num_bytes:
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num_examples: 87599
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- name: validation
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num_bytes:
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num_examples: 10570
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-
download_size:
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dataset_size:
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---
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# Dataset Card for "squad"
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---
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annotations_creators:
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- crowdsourced
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language_creators:
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task_ids:
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- extractive-qa
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paperswithcode_id: squad
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pretty_name: SQuAD
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dataset_info:
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config_name: plain_text
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features:
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- name: id
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dtype: string
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dtype: string
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- name: answer_start
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dtype: int32
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splits:
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- name: train
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num_bytes: 79346108
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num_examples: 87599
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- name: validation
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num_bytes: 10472984
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num_examples: 10570
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download_size: 16278203
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dataset_size: 89819092
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configs:
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- config_name: plain_text
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data_files:
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- split: train
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path: plain_text/train-*
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- split: validation
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path: plain_text/validation-*
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default: true
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train-eval-index:
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- config: plain_text
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task: question-answering
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task_id: extractive_question_answering
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splits:
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train_split: train
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eval_split: validation
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col_mapping:
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question: question
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context: context
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answers:
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text: text
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answer_start: answer_start
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metrics:
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- type: squad
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name: SQuAD
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---
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# Dataset Card for "squad"
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dataset_infos.json
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{
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{
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"plain_text": {
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"description": "Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.\n",
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"citation": "@article{2016arXiv160605250R,\n author = {{Rajpurkar}, Pranav and {Zhang}, Jian and {Lopyrev},\n Konstantin and {Liang}, Percy},\n title = \"{SQuAD: 100,000+ Questions for Machine Comprehension of Text}\",\n journal = {arXiv e-prints},\n year = 2016,\n eid = {arXiv:1606.05250},\n pages = {arXiv:1606.05250},\narchivePrefix = {arXiv},\n eprint = {1606.05250},\n}\n",
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"homepage": "https://rajpurkar.github.io/SQuAD-explorer/",
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"license": "",
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"features": {
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"id": {
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"dtype": "string",
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"_type": "Value"
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},
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"title": {
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"dtype": "string",
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"_type": "Value"
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},
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"context": {
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"dtype": "string",
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"_type": "Value"
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},
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"question": {
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"dtype": "string",
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"_type": "Value"
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},
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"answers": {
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"feature": {
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"text": {
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"dtype": "string",
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"_type": "Value"
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},
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"answer_start": {
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"dtype": "int32",
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"_type": "Value"
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}
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},
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"_type": "Sequence"
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}
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},
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"task_templates": [
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{
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"task": "question-answering-extractive"
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}
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],
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"builder_name": "squad",
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"dataset_name": "squad",
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"config_name": "plain_text",
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"version": {
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"version_str": "1.0.0",
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"description": "",
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"major": 1,
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"minor": 0,
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"patch": 0
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},
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"splits": {
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"train": {
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"name": "train",
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"num_bytes": 79346108,
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"num_examples": 87599,
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"dataset_name": null
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},
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"validation": {
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"name": "validation",
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"num_bytes": 10472984,
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"num_examples": 10570,
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"dataset_name": null
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}
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},
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"download_size": 16278203,
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"dataset_size": 89819092,
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"size_in_bytes": 106097295
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}
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}
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plain_text/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea7f52bac024f6b1bdc7aaa2a4ee302cba8c2fdc8d4a235cf18a9a5196b6175b
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size 14458314
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plain_text/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:8c6646d36bd5a95061e076788cf3161d11f6f3e7d625dac7a83bbed0a49f69f7
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+
size 1819889
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