Cross-TOP: Zero-Shot Cross-Schema Task-Oriented Parsing

no code implementations • DeepLo 2022 • Melanie Rubino, Nicolas Guenon des Mesnards, Uday Shah, Nanjiang Jiang, Weiqi Sun, Konstantine Arkoudas

However, a single model is still typically trained and deployed for each task separately, requiring labeled training data for each, which makes it challenging to support new tasks, even within a single business vertical (e. g., food-ordering or travel booking).

Semantic Parsing