Schema-aware Translating Embeddings model

We implemented a Torch Deep Learning model able to learn Knowledge Graph embeddings from knowledge base triples. We modified the original negative sampling procedure presented in the paper Translating Embeddings for Modeling Multi-relational Data by incorporating constraints derived from the Ontology schema in order to learn more effective and expressive representations.

https://github.com/aleSuglia/schema-transe

Project link: https://github.com/aleSuglia/schema-transe

• NLU
• NLP
• Deep Learning
• Question Answering
• Recommender Systems