SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 191200 of 308 papers

TitleStatusHype
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue SystemsCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking0
CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems0
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection0
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling0
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
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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