SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 271280 of 308 papers

TitleStatusHype
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue SystemsCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State TrackingCode0
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesCode0
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement LearningCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
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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