SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 181190 of 308 papers

TitleStatusHype
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems0
On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems0
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State TrackingCode1
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationCode1
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue SystemsCode1
Domain State Tracking for a Simplified Dialogue System0
Improving Longer-range Dialogue State Tracking0
Integrating Pre-trained Model into Rule-based Dialogue Management0
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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