SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 141–150 of 308 papers

TitleStatusHype
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language—0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
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All datasetsKvretSGDMULTIWOZ 2.0

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07—Unverified
2COMETEntity F163.6—Unverified
3DF-NetEntity F162.7—Unverified
4DF-NetEntity F162.5—Unverified
5GLMPEntity F159.97—Unverified
6TTOSEntity F155.38—Unverified
7KB-retrieverEntity F153.7—Unverified
8DSREntity F151.9—Unverified
9KV Retrieval NetEntity F148—Unverified
10THPNEntity F137.8—Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33—Unverified
2BARTMETEOR0.09—Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17—Unverified