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Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
Zero-shot cross-domain dialogue state tracking (DST) enables us to manage task-oriented
dialogues in new, unseen domains without the cost of collecting in-domain data. Previous …
dialogues in new, unseen domains without the cost of collecting in-domain data. Previous …
Towards Robust Dialogue State Tracking in Unseen Scenarios: Leveraging Semantic-Independent Expert Mixtures for Zero-Shot Adaptation
T Tran, L Fernandez - Baltic Multidisciplinary journal, 2024 - balticsciencejournals.com
In recent years, dialogue state tracking (DST) has emerged as a critical component in the
development of intelligent conversational agents. As the demand for more adaptable and …
development of intelligent conversational agents. As the demand for more adaptable and …