SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 261270 of 308 papers

TitleStatusHype
Improving Dialogue Management: Quality Datasets vs ModelsCode0
Amendable Generation for Dialogue State TrackingCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
Attention Modulation for Zero-Shot Cross-Domain Dialogue State TrackingCode0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue SystemsCode0
Domain Transfer in Dialogue Systems without Turn-Level SupervisionCode0
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation NetworksCode0
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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