operator prediction
Semantic Operator Prediction and Applications
Semantic parsing and question answering have become coupled in recent years due to many reasons such as a technical reason, namely distant supervision, since creating a dataset for question answering pairs are much simpler than treebanks. Another type of weak supervision is to consider logical form of highest node in the tree as the only source of supervision as is done in (Herzig & Berant 2021). State of the art models to knowledge based question answering(KBQA) is observed to be based on semantic parsing to produce logical forms that can be easily executed on these knowledge graphs as is mentioned in (Gu et al. 2022), (Gu et al. 2021),(Berant et al. 2013) or separating semantic parsing task from the knowledge base interaction which is proposed in (Ravishankar et al. 2021).