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 …

Audio description (AD) provides linguistic descriptions of movies and allows visually
impaired people to follow a movie along with their peers. Such descriptions are by design …

YAGO is a large knowledge base that is built automatically from Wikipedia, WordNet and
GeoNames. The project combines information from Wikipedias in 10 different languages into …

Understanding human's language requires complex world knowledge. However, existing
large-scale knowledge graphs mainly focus on knowledge about entities while ignoring …

Querying knowledge graphs (KGs) using deep learning approaches can naturally leverage
the reasoning and generalization ability to learn to infer better answers. Traditional neural …

Despite important progress in the area of intelligent systems, most such systems still lack
commonsense knowledge that appears crucial for enabling smarter, more human-like …

Conceptualization, or viewing entities and situations as instances of abstract concepts in
mind and making inferences based on that, is a vital component in human intelligence for …

Learning a joint language-visual embedding has a number of very appealing properties and
can result in variety of practical application, including natural language image/video …

Commonsense knowledge acquisition and reasoning have long been a core artificial
intelligence problem. However, in the past, there has been a lack of scalable methods to …

Understanding users' intentions in e-commerce platforms requires commonsense
knowledge. In this paper, we present FolkScope, an intention knowledge graph construction …