Compositional Semantic Parsing on Semi-Structured Tables

a Q&A scheme by Percy Liang for ACL

Abstract

• Problems: breadth of the knowledge source and the depth of logical compositionality are two important aspects of semantic parsing for question answering.
• This work:
  • answering complex questions on semi-structured tables using question-answer pairs as supervision
  • logical form driven parsing algorithm