Evan Liu

From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

2017

Our goal is to learn a semantic parser that maps natural language utterances into executable programs when only indirect supervision is available: examples are labeled with the correct execution result, but not the program itself. …