SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 241250 of 308 papers

TitleStatusHype
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent DiscoveryCode0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Confidence Estimation for LLM-Based Dialogue State TrackingCode0
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?Code0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic MaintenanceCode0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
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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