A comprehensive overview of knowledge graph completion
T Shen, F Zhang, J Cheng - Knowledge-Based Systems, 2022 - Elsevier
Abstract Knowledge Graph (KG) provides high-quality structured knowledge for various
downstream knowledge-aware tasks (such as recommendation and intelligent question …
downstream knowledge-aware tasks (such as recommendation and intelligent question …
Machine knowledge: Creation and curation of comprehensive knowledge bases
Equip** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
relationships has been a longstanding goal of AI. Over the last decade, large-scale …
Construction and applications of billion-scale pre-trained multimodal business knowledge graph
Business Knowledge Graphs (KGs) are important to many enterprises today, providing
factual knowledge and structured data that steer many products and make them more …
factual knowledge and structured data that steer many products and make them more …
Advanced semantics for commonsense knowledge extraction
Commonsense knowledge (CSK) about concepts and their properties is useful for AI
applications such as robust chatbots. Prior works like ConceptNet, TupleKB and others …
applications such as robust chatbots. Prior works like ConceptNet, TupleKB and others …
Refined commonsense knowledge from large-scale web contents
Commonsense knowledge (CSK) about concepts and their properties is helpful for AI
applications. Prior works, such as ConceptNet, have compiled large CSK collections …
applications. Prior works, such as ConceptNet, have compiled large CSK collections …
Uncommonsense: Informative negative knowledge about everyday concepts
Commonsense knowledge about everyday concepts is an important asset for AI
applications, such as question answering and chatbots. Recently, we have seen an …
applications, such as question answering and chatbots. Recently, we have seen an …
FolkScope: Intention knowledge graph construction for E-commerce commonsense discovery
Understanding users' intentions in e-commerce platforms requires commonsense
knowledge. In this paper, we present FolkScope, an intention knowledge graph construction …
knowledge. In this paper, we present FolkScope, an intention knowledge graph construction …
Information to wisdom: Commonsense knowledge extraction and compilation
Commonsense knowledge is a foundational cornerstone of artificial intelligence
applications. Whereas information extraction and knowledge base construction for instance …
applications. Whereas information extraction and knowledge base construction for instance …
Commonsense based text mining on urban policy
Local laws on urban policy, ie, ordinances directly affect our daily life in various ways
(health, business etc.), yet in practice, for many citizens they remain impervious and …
(health, business etc.), yet in practice, for many citizens they remain impervious and …
Inside quasimodo: Exploring construction and usage of commonsense knowledge
Quasimodo is an open-source commonsense knowledge base that significantly advanced
the state of salient commonsense knowledge base construction. It introduced a pipeline that …
the state of salient commonsense knowledge base construction. It introduced a pipeline that …