This book focuses on Entity Discovery and Linking (EDL), which is the problem of identifying concepts and entities, disambiguating them, and grounding them to one or more knowledge bases (KBs). The book covers the core challenges that apply to all EDL problems, as well as the additional challenges associated with cross-lingual EDL problems.