# TKRL

**Repository Path**: xugus/TKRL

## Basic Information

- **Project Name**: TKRL
- **Description**: Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)
- **Primary Language**: C++
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 1
- **Created**: 2022-01-04
- **Last Updated**: 2022-01-04

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# TKRL

New: Add instruction for data preprocessing

# INTRODUCTION

Type-embodied Knowledge Representation Learning (TKRL)

Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI'16)

Written by Ruobing Xie


# COMPILE 

Just type make in the folder ./


# DATA

FB15k is published by the author of the paper "Translating Embeddings for Modeling Multi-relational Data (2013)." 
<a href="https://everest.hds.utc.fr/doku.php?id=en:transe">[download]</a>
You can also get FB15k from here: <a href="http://pan.baidu.com/s/1eSvyY46">[download]</a>

Entity types and relation-specific type constraint information for FB15k. <a href="http://pan.baidu.com/s/1c1ChN7i">[download]</a> 

FB15k+ is a new dataset based on FB15k, including new relations and triples. <a href="http://pan.baidu.com/s/1mitkRRq">[download]</a>

For data preprocessing, please refer to Data_preprocessing_for_TKRL.pdf.


# CITE

If the codes or datasets help you, please cite the following paper:

Ruobing Xie, Zhiyuan Liu, Maosong Sun. Representation Learning of Knowledge Graphs with Hierarchical Types. The 25th International Joint Conference on Artificial Intelligence (IJCAI'16).