Semantic relations between entities are essential for many NLP applications such as question answering, textual inference and information extraction (Ravichandran and Hovy, 2002;Szpektor et al., 2004).
it is important to build a comprehensive knowledge base consisting of instances of semantic relations (e.g., authorOf) such as authorOf ⟨Franz Kafka, The Metamorphosis⟩.