SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 261270 of 308 papers

TitleStatusHype
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
Training Neural Response Selection for Task-Oriented Dialogue SystemsCode0
Budgeted Policy Learning for Task-Oriented Dialogue Systems0
Learning to Memorize in Neural Task-Oriented Dialogue Systems0
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems0
Survey on Evaluation Methods for Dialogue Systems0
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
Intent Detection for code-mix utterances in task oriented dialogue systems0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems0
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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