KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic Embeddings.
Rajdeep SarkarMihael ArcanJohn P. McCraePublished in: ConvAI@ACL (2022)
Keyphrases
- knowledge base
- reasoning process
- natural language
- semantic knowledge
- knowledge representation
- general knowledge
- expert systems
- commonsense knowledge
- domain knowledge
- semantic models
- higher level
- semantic information
- graph structure
- manifold learning
- directed graph
- knowledge management
- neural network
- causal knowledge
- graph model
- knowledge acquisition
- semantic structure
- prior knowledge
- low dimensional
- semantically rich
- knowledge sharing and reuse
- formal ontologies
- reasoning engine
- incomplete knowledge
- probabilistic knowledge
- semantic description
- random walk
- knowledge structures
- semantic network
- semantic web