SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 211220 of 308 papers

TitleStatusHype
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems0
Continual Few-shot Intent Detection0
Continual Learning with Dirichlet Generative-based Rehearsal0
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models0
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking0
Show:102550
← PrevPage 22 of 31Next →

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