Multi-hop reasoningAttention mechanismMulti-hop reasoning over paths in knowledge graphs has attracted rising research interest in the field of knowledge graph completion. Entity types and relation types both contain various kinds of information content though only a subset of them are helpful in the ...
Supports downstream tasks, such as rule inference, neural/symbolic fusion learning, KG2Prompt linked LLM knowledge extraction/knowledge reasoning, represented in machine-understandable symbolic form. Define dependency and transfer between knowledge through predicate semantics and logic rules, and support model...
Moreover, it aggregates references to the same entity while integrating path-based reasoning mechanisms to deduce relations between entities. Furthermore, we present a novel constraint method that capitalizes on entity types to confine the scope of potential relations. Experimental results on two ...
Supports downstream tasks, such as rule inference, neural/symbolic fusion learning, KG2Prompt linked LLM knowledge extraction/knowledge reasoning, represented in machine-understandable symbolic form. Define dependency and transfer between knowledge through predicate semantics and logic rules, and support model...
Supports downstream tasks, such as rule inference, neural/symbolic fusion learning, KG2Prompt linked LLM knowledge extraction/knowledge reasoning, represented in machine-understandable symbolic form. Define dependency and transfer between knowledge through predicate semantics and logic rules, and support model...
Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) kNext SDK(python): LLM-enhanced knowledge construction, reasoning and generation spg.openkg.cn/en-US Resources Readme License Apache-2.0 license Activity Custom properties Stars 0...
Core Capabilities: 1) domain model constrained knowledge modeling, 2) facts and logic fused representation, 3) kNext SDK(python): LLM-enhanced knowledge construction, reasoning and generation spg.openkg.cn/en-US Resources Readme License Apache-2.0 license Activity Custom properties Stars 0...