SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 1120 of 308 papers

TitleStatusHype
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems0
ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents0
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations0
Intent Detection in the Age of LLMs0
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection0
Confidence Estimation for LLM-Based Dialogue State TrackingCode0
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking0
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation0
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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