SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 131140 of 308 papers

TitleStatusHype
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues0
Schema Encoding for Transferable Dialogue State Tracking0
Insurance Question Answering via Single-turn Dialogue Modeling0
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System0
Attention Modulation for Zero-Shot Cross-Domain Dialogue State TrackingCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
Continual Few-shot Intent Detection0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
Dialogue Evaluation with Offline Reinforcement Learning0
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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