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On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
AbstractLarge-scale semantic parsing datasets annotated with logical forms have enabled major advances in supervised approaches. But can richer supervision help even more? To explore the utility of fine-grained, lexical-level supervision, …...
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion
AbstractText-to-SQL parsers map natural language questions to programs that are executable over tables to generate answers, and are typically evaluated on large-scale datasets like Spider (Yu et al., 2018). We …...