SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 101110 of 308 papers

TitleStatusHype
Flexibly-Structured Model for Task-Oriented DialoguesCode0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsCode0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
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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