SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 111120 of 308 papers

TitleStatusHype
Improving Dialogue Management: Quality Datasets vs ModelsCode0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue SystemsCode0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue SystemsCode0
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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