Hanwen Tong

Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning

Semantic parsing converts natural language utterances into structured logical expressions. We consider two such formal representations: Propositional Logic (PL) and First-order Logic (FOL). The paucity of labeled data is a major challenge in this field. In previous works, dual reinforcement learning…