New: Add instruction for data preprocessing
Type-embodied Knowledge Representation Learning (TKRL)
Representation Learning of Knowledge Graphs with Hierarchical Types (IJCAI'16)
Written by Ruobing Xie
Just type make in the folder ./
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.
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).