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 …

Cyber attacks are increasingly menacing businesses. Based on the literature review and
publicly available reports, this article conducts an extensive and consistent survey of the …

We present ATOMIC, an atlas of everyday commonsense reasoning, organized through
877k textual descriptions of inferential knowledge. Compared to existing resources that …

Although the Internet of Things (IoT) incorporates millions of heterogeneous devices to
provide advanced intelligent services and has greatly impacted our lives over time, it has a …

API documentation provides important knowledge about the functionality and usage of APIs.
In this paper, we focus on API caveats that developers should be aware of in order to avoid …

We propose a suite of reasoning tasks on two types of relations between procedural events:
goal-step relations (" learn poses" is a step in the larger goal of" doing yoga") and step-step …

Entities and events are crucial to natural language reasoning and common in procedural
texts. Existing work has focused either exclusively on entity state tracking (eg, whether a pan …

Link prediction based on knowledge graph embeddings (KGE) aims to predict new triples to
automatically construct knowledge graphs (KGs). However, recent KGE models achieve …

Procedures are inherently hierarchical. To" make videos", one may need to" purchase a
camera", which in turn may require one to" set a budget". While such hierarchical knowledge …

Our goal is to better comprehend procedural text, eg, a paragraph about photosynthesis, by
not only predicting what happens, but* why* some actions need to happen before others …