SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 6170 of 308 papers

TitleStatusHype
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems0
DialogueScore: Evaluating Responses in Task-Oriented Dialogue0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems0
A Framework for Building Closed-Domain Chat Dialogue Systems0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?0
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?0
Définition et détection des incohérences du système dans les dialogues orientés tâche. (We present experiments on automatically detecting inconsistent behavior of task-oriented dialogue systems from the context)0
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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