SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 291300 of 308 papers

TitleStatusHype
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts0
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations0
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems0
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems0
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding0
Modeling Situations in Neural Chat Bots0
Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention0
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction0
Multi-task learning for Joint Language Understanding and Dialogue State Tracking0
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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