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Re-implementation of OWL2Vec*

Disclaimer

This repository provides a reproducible source code of OWL2Vec* for our study purpose. The original paper is accessible online here: https://link.springer.com/article/10.1007/s10994-021-05997-6 and the original Github is https://github.com/KRR-Oxford/OWL2Vec-Star.

Change Log

In order to make the original source code runnable, we have detected some small bugs and fixed them. We also commented the code for more readability for other users who would like to try learning how OWL2Vec* works. The changes are as follows.

Date Changed By Change Location (Path & Line Number) Action (Add / Remove / Edit)
2023/06/14 Chavakan case_studies/helis_membership/OWL2Vec_Plus.py added comments
2023/06/15 Chavakan owl2vec_star/owl2vec_star/lib/RDF2Vec_Embed.py added comments

Issue Report

Apart from the above modification, it still remains some issues that have NOT been fixed or reported the developers as follows.

No. Issue's Description Found By
1 Pre-trained gensim word2vec not included in the library Chavakan

Remarks

By viewing this repository, you can see our added comments. Note that these comments are written based on our understanding.

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This repository provides a reproducible source code for OWL2Vec*, originally proposed in https://link.springer.com/article/10.1007/s10994-021-05997-6

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