sfakhoury/NL2Fix

---
size_categories:
- n<1K
---

# Dataset Card for NL2Fix

## Dataset Details

### Dataset Description

- **Language(s):** Java

### Cite the Dataset

<!-- Provide the basic links for the dataset. -->

- **Paper:** https://arxiv.org/pdf/2304.03816.pdf
```
@article{fakhoury2023towards,
title={Towards generating functionally correct code edits from natural language issue descriptions},
author={Fakhoury, Sarah and Chakraborty, Saikat and Musuvathi, Madan and Lahiri, Shuvendu K},
journal={arXiv preprint arXiv:2304.03816},
year={2023}
}
```

## Dataset Structure

<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
- name: {defects4j_project}
dtype: {string}
- name: {defects4j_bug_id}
dtype: {int}
- name: {file_path}
dtype: {string}
- name: {bug_start_line}
dtype: {int}
- name: {bug_end_line}
dtype: {int}
- name: {issue_title}
dtype: {string}
- name: {issue_description}
dtype: {string}
- name: {original_src_wo_comments}
dtype: {string}
- name: {fixed_src_wo_comments}
dtype: {string}


### Source Data

<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->

Defects4J: https://github.com/rjust/defects4j/tree/master

原始信息汇总

数据集概述

数据集名称

NL2Fix

数据集描述

语言

• 语言(s): Java

引用信息

• 论文: Towards generating functionally correct code edits from natural language issue descriptions
  • 作者: Fakhoury, Sarah and Chakraborty, Saikat and Musuvathi, Madan and Lahiri, Shuvendu K
  • 发表年份: 2023

数据集结构

• 字段描述:
  • defects4j_project: 项目名称，数据类型为字符串。
  • defects4j_bug_id: 缺陷ID，数据类型为整数。
  • file_path: 文件路径，数据类型为字符串。
  • bug_start_line: 缺陷起始行号，数据类型为整数。
  • bug_end_line: 缺陷结束行号，数据类型为整数。
  • issue_title: 问题标题，数据类型为字符串。
  • issue_description: 问题描述，数据类型为字符串。
  • original_src_wo_comments: 原始代码（不含注释），数据类型为字符串。
  • fixed_src_wo_comments: 修复后代码（不含注释），数据类型为字符串。

源数据

• 来源: Defects4J
  • 链接: Defects4J GitHub 仓库