Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering

Kang-il Lee, Segwang Kim, Kyomin Jung

The problem of spurious programs is a longstanding challenge when training a semantic parser from weak supervision. To eliminate such programs that have wrong semantics but correct…