SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 76100 of 308 papers

TitleStatusHype
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsCode0
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue SystemsCode0
Knowledge Diffusion for Neural Dialogue GenerationCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
Attention Modulation for Zero-Shot Cross-Domain Dialogue State TrackingCode0
Improving Dialogue Management: Quality Datasets vs ModelsCode0
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue SystemsCode0
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue SystemsCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
LANID: LLM-assisted New Intent DiscoveryCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsCode0
A User Simulator for Task-Completion DialoguesCode0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
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
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
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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