thunlp / tkrl

Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI-2016)

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).

tkrl's Issues

about data

多线程报段错误问题

请问运行TKRL需要什么样的服务器环境啊，为什么一直报段错误呢？

关于entity2type.txt文件的问题

你好，我看了下entity2type.txt文件，按论文里面说构造type的时候没有去处FB15K的实体，为什么文件里实体数量只有14941,而不是14951，同时我看到有些行里面有多于一个的实体，一开始我以为是文件不规范，我把这些实体放到新行后，行数又多于14951,我有点困惑。希望您能指点一下，谢谢！

The negative triplets for triple classification

谢同学，你好。能否提供下用于三元组分类的负样本（FB15K）？

typeEntity.txt

in input， 7 files need be generated，
../data/entity2id.txt
../data/relation2id.txt
../data/type2id.txt
../data/domain2id.txt
../data/relationType.txt
../data/relationDomain.txt
/data/typeEntity.txt
i have generated the first six，but still have no idea how to get typeEntity.txt，could you release it？