Заполнение слотов в разных доменах

AbstractAs an essential task in task-oriented dialog systems, slot filling requires extensive training data in a certain domain. However, such data are not always available. Hence, cross-domain slot filling has …...

AbstractZero-shot slot filling has widely arisen to cope with data scarcity in target domains. However, previous approaches often ignore constraints between slot value representation and related slot description representation in …...

Cross-domain slot filling focuses on using la- beled data from source domains to train a slot filling model for target domains. It is of great significance for transferring a dialogue …...

AbstractAs an essential component of task-oriented dialogue systems, slot filling requires enormous labeled training data in a certain domain. However, in most cases, there is little or no target domain …...