FB15k

displayName: FB15k
labelTypes:
- GraphTriplet
license:
- CC BY 2.5
mediaTypes:
- Text
paperUrl: ""
publishDate: "2013"
publishUrl: https://www.microsoft.com/en-us/download/details.aspx?id=52312
publisher:
- Google
- National University of Science and Technology
tags:
- Irregular Object
taskTypes:
- Knowledge Graph Completion
- Knowledge Representation Learning

---
# 数据集介绍
## 简介
FB15K 数据集是 Freebase 数据库的一个子集，其中包含大约 15k 个具有 1,345 个不同关系的实体。该数据集通过反比关系遭受重大测试泄漏。通过对训练集中的三元组进行反转可以得到大量的测试三元组。
## 引文
```
@inproceedings{toutanova-etal-2015-representing,
title = ""Representing Text for Joint Embedding of Text and Knowledge Bases"",
author = ""Toutanova, Kristina and
Chen, Danqi and
Pantel, Patrick and
Poon, Hoifung and
Choudhury, Pallavi and
Gamon, Michael"",
booktitle = ""Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing"",
month = sep,
year = ""2015"",
address = ""Lisbon, Portugal"",
publisher = ""Association for Computational Linguistics"",
url = ""https://aclanthology.org/D15-1174"",
doi = ""10.18653/v1/D15-1174"",
pages = ""1499--1509"",
}
```

## Download dataset
:modelscope-code[]{type="git"}

displayName: FB15k
labelTypes:
- 图三元组（GraphTriplet）
license:
- CC BY 2.5
mediaTypes:
- 文本（Text）
paperUrl: ""
publishDate: "2013"
publishUrl: https://www.microsoft.com/en-us/download/details.aspx?id=52312
publisher:
- 谷歌（Google）
- 国立科技大学（National University of Science and Technology）
tags:
- 非规则对象（Irregular Object）
taskTypes:
- 知识图谱补全（Knowledge Graph Completion）
- 知识表示学习（Knowledge Representation Learning）

---

# 数据集介绍
## 简介
FB15K 数据集是 Freebase 数据库的子集，共包含约1.5万个实体，涵盖1345种不同的关系。该数据集存在严重的测试集泄露问题：通过反转训练集中的三元组，即可生成大量测试集三元组。
## 引文

@inproceedings{toutanova-etal-2015-representing,
title = "Representing Text for Joint Embedding of Text and Knowledge Bases",
author = "Toutanova, Kristina and
Chen, Danqi and
Pantel, Patrick and
Poon, Hoifung and
Choudhury, Pallavi and
Gamon, Michael",
booktitle = "Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing",
month = sep,
year = "2015",
address = "Lisbon, Portugal",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/D15-1174",
doi = "10.18653/v1/D15-1174",
pages = "1499--1509",
}

## 下载数据集
:modelscope-code[]{type="git"}