SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 91100 of 308 papers

TitleStatusHype
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking0
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition0
Discovering Dialogue Slots with Weak Supervision0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems0
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems0
Domain State Tracking for a Simplified Dialogue System0
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example0
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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