Learning Structured Natural Language Representations for Semantic Parsing
Table 5: GeoQuery results.
['Models', 'Accuracy']
The first block contains symbolic systems, whereas neural models are presented in the second block. We report accuracy which is defined as the proportion of the utterance that are correctly parsed to their gold standard logical forms. ScanneR yields performance improvements over these systems when using comparable data sources for training. \newcitejia2016data achieve better results with synthetic data that expands GeoQuery; we could adopt their approach to improve model performance, however, we leave this to future work.