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