SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 181190 of 308 papers

TitleStatusHype
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues0
Every time I fire a conversational designer, the performance of the dialog system goes down0
Style Control for Schema-Guided Natural Language Generation0
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue SystemsCode0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue SystemsCode0
Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation0
Taming the Beast: Learning to Control Neural Conversational Models0
Discovering Dialogue Slots with Weak Supervision0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07Unverified
2COMETEntity F163.6Unverified
3DF-NetEntity F162.7Unverified
4DF-NetEntity F162.5Unverified
5GLMPEntity F159.97Unverified
6TTOSEntity F155.38Unverified
7KB-retrieverEntity F153.7Unverified
8DSREntity F151.9Unverified
9KV Retrieval NetEntity F148Unverified
10THPNEntity F137.8Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33Unverified
2BARTMETEOR0.09Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17Unverified