SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 5160 of 308 papers

TitleStatusHype
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationCode1
Shades of BLEU, Flavours of Success: The Case of MultiWOZCode1
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
A Network-based End-to-End Trainable Task-oriented Dialogue SystemCode0
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State TrackerCode0
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State TrackingCode0
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?Code0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded 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