SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 8190 of 308 papers

TitleStatusHype
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue SystemsCode1
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access0
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue0
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue SystemsCode0
Deploying a Retrieval based Response Model for Task Oriented Dialogues0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction0
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?0
Shift-Reduce Task-Oriented Semantic Parsing with Stack-TransformersCode0
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood LearningCode0
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent DiscoveryCode0
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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