SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 261–270 of 308 papers

TitleStatusHype
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System—0
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Hybrid Supervised Reinforced Model for Dialogue Systems—0
Improve Text Classification Accuracy with Intent Information—0
Improving Longer-range Dialogue State Tracking—0
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue—0
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
Integrating Pre-trained Model into Rule-based Dialogue Management—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