Zero-shot Text-to-SQL Learning with Auxiliary Task
Table 3: Number of samples in each error categories.
['[BOLD] Examples', '[BOLD] (a)', '[BOLD] (b)', '[BOLD] (c)', '[BOLD] others']
We also analyze the Full-model behavior on zero-shot test compared to the Gen-model alone. We label the failure reasons of Gen-model into four categories (one example can belong to more than one categories): (a) wrong COND_COL prediction, (b) wrong COND_VAL prediction, (c) predicting extra conditions or missing conditions and (d) others. Gen-model predicts WHERE clause correctly on these examples but Full-model fails.