SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 71–80 of 308 papers

TitleStatusHype
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels—0
Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation—0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction—0
A Hybrid Architecture for Out of Domain Intent Detection and Intent DiscoveryCode1
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking—0
TextBox 2.0: A Text Generation Library with Pre-trained Language ModelsCode3
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs—0
Privacy-Preserving Domain Adaptation of Semantic Parsers—0
Improve Text Classification Accuracy with Intent Information—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07—Unverified
2COMETEntity F163.6—Unverified
3DF-NetEntity F162.7—Unverified
4DF-NetEntity F162.5—Unverified
5GLMPEntity F159.97—Unverified
6TTOSEntity F155.38—Unverified
7KB-retrieverEntity F153.7—Unverified
8DSREntity F151.9—Unverified
9KV Retrieval NetEntity F148—Unverified
10THPNEntity F137.8—Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33—Unverified
2BARTMETEOR0.09—Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17—Unverified