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Knowledge Graphs
Knowledge Graphs
Knowledge representation, graph databases, ontologies, and reasoning systems.
Knowledge Graph Construction
Entity extraction, relation linking, and building knowledge graphs from data.
Graph Databases
Neo4j, SPARQL, graph query languages, and storing structured knowledge.
Ontologies & Reasoning
OWL, RDF, description logic, and automated reasoning over knowledge.
Knowledge Graph Embeddings
TransE, RotatE, link prediction, and learning representations of entities and relations.
Question Answering over KGs
KGQA, semantic parsing, and answering natural language queries with graphs.
Knowledge-Enhanced NLP
Integrating knowledge graphs with LLMs for grounded language understanding.
Temporal Knowledge Graphs
Time-aware knowledge, event modeling, and evolving graph structures.
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