SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 101125 of 308 papers

TitleStatusHype
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User ProfilesCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue SystemsCode0
Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMsCode0
Improving Dialogue Management: Quality Datasets vs ModelsCode0
ChEDDAR: Student-ChatGPT Dialogue in EFL Writing EducationCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
Empathetic Response Generation with State ManagementCode0
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsCode0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
ConfNet2Seq: Full Length Answer Generation from Spoken QuestionsCode0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
Context Does Matter: Implications for Crowdsourced Evaluation Labels in 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