christti/squad-augmented-v2

---
pretty_name: SQuAD Augmented v2
license: cc-by-4.0
task_categories:
- question-answering
source_datasets:
- extended|wikipedia
task_ids:
- extractive-qa
annotations_creators:
- crowdsourced
language_creators:
- crowdsourced
- found
paperswithcode_id: squad
language:
- en
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
viewer: true
train-eval-index:
- config: plain_text
task: question-answering
task_id: extractive_question_answering
splits:
train_split: train
eval_split: validation
col_mapping:
question: question
context: context
answers:
text: text
answer_start: answer_start
metrics:
- type: squad
name: SQuAD
dataset_info:
features:
- name: id
dtype: string
- name: title
dtype: string
- name: context
dtype: string
- name: question
dtype: string
- name: answers
sequence:
- name: text
dtype: string
- name: answer_start
dtype: int32
config_name: plain_text
splits:
- name: train
num_bytes: 156093315
num_examples: 169211
- name: validation
num_bytes: 10472653
num_examples: 10570
download_size: 35142551
dataset_size: 89789763
---

原始信息汇总

SQuAD Augmented v2 数据集概述

基本信息

• 名称: SQuAD Augmented v2
• 许可证: CC BY 4.0
• 任务类别: 问答
• 源数据集: 扩展自 Wikipedia
• 任务标识: 抽取式问答
• 语言: 英语
• 多语言性: 单语种
• 数据集大小类别: 10K<n<100K

创建者信息

• 标注创建者: 众包
• 语言创建者: 众包、现有资源

数据集详情

• 配置名称: plain_text
• 分割:
  • 训练集:
    • 名称: train
    • 字节数: 156093315
    • 样本数: 169211
  • 验证集:
    • 名称: validation
    • 字节数: 10472653
    • 样本数: 10570
• 下载大小: 35142551
• 数据集大小: 89789763

特征信息

• 特征:
  • id: 字符串
  • title: 字符串
  • context: 字符串
  • question: 字符串
  • answers: 序列
    • text: 字符串
    • answer_start: 整数 (int32)

训练与评估

• 配置: plain_text
• 任务: 问答
• 任务标识: 抽取式问答
• 分割:
  • 训练分割: train
  • 评估分割: validation
• 列映射:
  • question: question
  • context: context
  • answers:
    • text: text
    • answer_start: answer_start
• 评估指标:
  • 类型: squad
  • 名称: SQuAD