• • • • Maulik R. Kamdar ([email protected]) Linked Data Motivation Word Embeddings Evaluation Graph Embeddings Neural Network Architecture Word Embeddings Graph Embeddings I would like to acknowledge CS 224D staff and Dr. Mark Musen Reference: Wang, Zhen, et al. "Knowledge Graph Embedding by Translating on Hyperplanes." AAAI. 2014. Conclusion Word & Graph embeddings and Neural Network architecture that can translate NL-queries to structured triples, and provide a usable interface to tackle integrative bioinformatics challenges. More rigorous evaluations of graph embeddings and method, and scale it to LSLOD network.
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Maulik R. Kamdar ([email protected])
Linked Data
Motivation
Word Embeddings
Evaluation Graph Embeddings
Neural Network Architecture
Word Embeddings Graph Embeddings
I would like to acknowledge CS 224D staff and Dr. Mark Musen
Reference: Wang, Zhen, et al. "Knowledge Graph Embedding by Translating on Hyperplanes." AAAI. 2014.
Conclusion Word & Graph embeddings and Neural Network
architecture that can translate NL-queries to
structured triples, and provide a usable interface to
tackle integrative bioinformatics challenges.
More rigorous evaluations of graph embeddings
and method, and scale it to LSLOD network.
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