SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 101110 of 308 papers

TitleStatusHype
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems0
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
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity0
Deep Learning for Dialogue Systems0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues0
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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