SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 291300 of 308 papers

TitleStatusHype
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsCode0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
A Comparative Study on Language Models for Task-Oriented Dialogue SystemsCode0
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue SystemsCode0
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State TrackerCode0
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systemsCode0
Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented DialoguesCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
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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