SPREADSHEETCODER: Formula Prediction from Semi-structured Context

Spreadsheet formula prediction has been an im-portant program synthesis problem with many real-world applications. Previous works typically utilize input-output examples as the speci-fi-cation for spreadsheet formula synthesis, where each input-output pair simulates a separate row in the spreadsheet. However, this formulation does not fully capture the rich context in real-world spreadsheets.