SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 8190 of 308 papers

TitleStatusHype
Global-Locally Self-Attentive Dialogue State TrackerCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue SystemsCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic MaintenanceCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsCode0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
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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