SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 3140 of 308 papers

TitleStatusHype
Slot Self-Attentive Dialogue State TrackingCode1
Continual Learning in Task-Oriented Dialogue SystemsCode1
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
Conditioned Text Generation with Transfer for Closed-Domain Dialogue SystemsCode1
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial TrainingCode1
Adding Chit-Chat to Enhance Task-Oriented DialoguesCode1
MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotationCode1
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue SystemsCode1
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue SystemsCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
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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