TunahanGokcimen/HomeAppliancesDataset

---
task_categories:
- question-answering
language:
- en
pretty_name: HomeAppliancesDataset
size_categories:
- 1K<n<10K
paperswithcode_id: dataqan
train-eval-index:
- config: QnADataConfig
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
answer_end: answer_end
metrics:
- type: dataqan
name: dataqan
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
- name: answer_end
dtype: int32
config_name: plain_text
splits:
- name: train
num_bytes: 2307469
num_examples: 3502
- name: test
num_bytes: 684160
num_examples: 1000
- name: validation
num_bytes: 326062
num_examples: 500
download_size: null
dataset_size: null
---

原始信息汇总

数据集概述

基本信息

• 名称: HomeAppliancesDataset
• 任务类别: 问答系统
• 语言: 英语
• 数据量: 1K<n<10K
• PapersWithCode ID: dataqan

训练与评估配置

• 配置: QnADataConfig
• 任务: 抽取式问答
• 训练集: train
• 验证集: validation
• 列映射:
  • 问题: question
  • 上下文: context
  • 答案:
    • 文本: text
    • 答案开始位置: answer_start
    • 答案结束位置: answer_end
• 评估指标:
  • 类型: dataqan
  • 名称: dataqan

数据集详细信息

• 特征:
  • id: 字符串
  • title: 字符串
  • context: 字符串
  • question: 字符串
  • answers:
    • text: 字符串
    • answer_start: 整数 (int32)
    • answer_end: 整数 (int32)
• 配置名称: plain_text
• 数据集分割:
  • 训练集:
    • 字节数: 2307469
    • 样本数: 3502
  • 测试集:
    • 字节数: 684160
    • 样本数: 1000
  • 验证集:
    • 字节数: 326062
    • 样本数: 500
• 下载大小: 未指定
• 数据集大小: 未指定