https://github.com/thunlp/tkrl
Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)
https://github.com/thunlp/tkrl
knowledge-embedding
Last synced: about 1 year ago
JSON representation
Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)
- Host: GitHub
- URL: https://github.com/thunlp/tkrl
- Owner: thunlp
- License: mit
- Created: 2016-04-19T02:12:04.000Z (about 10 years ago)
- Default Branch: master
- Last Pushed: 2019-02-19T16:02:28.000Z (about 7 years ago)
- Last Synced: 2025-04-03T20:23:48.597Z (about 1 year ago)
- Topics: knowledge-embedding
- Language: C++
- Homepage:
- Size: 17.5 MB
- Stars: 84
- Watchers: 6
- Forks: 27
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
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)."
[download]
You can also get FB15k from here: [download]
Entity types and relation-specific type constraint information for FB15k. [download]
FB15k+ is a new dataset based on FB15k, including new relations and triples. [download]
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).