WhereIsAI/github-issue-similarity

--- language: - en license: mit size_categories: - 10K<n<100K task_categories: - sentence-similarity dataset_info: - config_name: default features: - name: text1 dtype: string - name: text2 dtype: string - name: label dtype: int64 splits: - name: train num_bytes: 181474610 num_examples: 18565 - name: valid num_bytes: 14656141 num_examples: 1547 - name: test num_bytes: 13135402 num_examples: 1548 download_size: 58129604 dataset_size: 209266153 - config_name: positive features: - name: anchor dtype: string - name: positive dtype: string splits: - name: train num_bytes: 79405713 num_examples: 9457 - name: valid num_bytes: 6160932 num_examples: 774 - name: test num_bytes: 5782206 num_examples: 807 download_size: 25212890 dataset_size: 91348851 configs: - config_name: default data_files: - split: train path: data/train-* - split: valid path: data/valid-* - split: test path: data/test-* - config_name: positive data_files: - split: train path: positive/train-* - split: valid path: positive/valid-* - split: test path: positive/test-* tags: - code - sentence-transformers --- # GIS: Github Issue Similarity Dataset This dataset was released from the paper: https://arxiv.org/abs/2309.12871 # Citation If you use our dataset in your research, welcome to cite us as follows: ```bibtex @article{li2023angle, title={AnglE-optimized Text Embeddings}, author={Li, Xianming and Li, Jing}, journal={arXiv preprint arXiv:2309.12871}, year={2023} } ```

原始信息汇总

GIS: Github Issue Similarity Dataset

基本信息

• 语言: 英语
• 许可证: MIT
• 数据集大小分类: 10K<n<100K
• 任务分类: 句子相似度

数据集配置

默认配置

• 配置名称: default
• 特征:
  • text1: 字符串
  • text2: 字符串
  • label: 64位整数
• 分割:
  • train:
    • 字节数: 181474610
    • 样本数: 18565
  • valid:
    • 字节数: 14656141
    • 样本数: 1547
  • test:
    • 字节数: 13135402
    • 样本数: 1548
• 下载大小: 58129604
• 数据集大小: 209266153

正样本配置

• 配置名称: positive
• 特征:
  • anchor: 字符串
  • positive: 字符串
• 分割:
  • train:
    • 字节数: 79405713
    • 样本数: 9457
  • valid:
    • 字节数: 6160932
    • 样本数: 774
  • test:
    • 字节数: 5782206
    • 样本数: 807
• 下载大小: 25212890
• 数据集大小: 91348851

数据文件配置

默认配置

• 配置名称: default
• 数据文件:
  • train: data/train-*
  • valid: data/valid-*
  • test: data/test-*

正样本配置

• 配置名称: positive
• 数据文件:
  • train: positive/train-*
  • valid: positive/valid-*
  • test: positive/test-*

标签

• code
• sentence-transformers