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09/20/2023
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG)
We present a comprehensive benchmark dataset for Knowledge Graph Questio...
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11/18/2022
Materials Science Ontology Design with an Analytico-Synthetic Facet Analysis Framework
Researchers across nearly every discipline seek to leverage ontologies f...
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08/22/2022
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak Supervision
The majority of knowledge graph embedding techniques treat entities and ...
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07/22/2022
Exploring Wasserstein Distance across Concept Embeddings for Ontology Matching
Measuring the distance between ontological elements is a fundamental com...
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07/10/2022
Building Open Knowledge Graph for Metal-Organic Frameworks (MOF-KG): Challenges and Case Studies
Metal-Organic Frameworks (MOFs) are a class of modular, porous crystalli...
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10/02/2021
Clustering and Network Analysis for the Embedding Spaces of Sentences and Sub-Sentences
Sentence embedding methods offer a powerful approach for working with sh...
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10/26/2020
A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs
Neural embedding approaches have become a staple in the fields of comput...
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09/23/2020