SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases

Yawei Sun, Lingling Zhang, Gong Cheng +1

Semantic parsing transforms a natural language question into a formal query over a knowledge base. Many existing methods rely on syntactic parsing like dependencies. However, the a…