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ID: dialoguesuccessrate
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Conversation Graph: Data Augmentation, Training, and Evaluation for Non-Deterministic Dialogue Management
AbstractTask-oriented dialogue systems typically rely on large amounts of high-quality training data or require complex handcrafted rules. However, existing datasets are often limited in size con- sidering the complexity of …...
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation
AbstractTask-oriented Dialogue (ToD) agents are mostly limited to a few widely-spoken languages, mainly due to the high cost of acquiring training data for each language. Existing low-cost approaches that rely …...