SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 308 papers

TitleStatusHype
Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention—0
User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—0
Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary TaskCode1
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State TrackingCode0
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement LearningCode0
A Multi-Task BERT Model for Schema-Guided Dialogue State TrackingCode1
AISFG: Abundant Information Slot Filling Generator—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Learning Dialogue Representations from Consecutive UtterancesCode1
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction TuningCode1
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices—0
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example—0
Empathetic Response Generation with State ManagementCode0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
Understanding User Satisfaction with Task-oriented Dialogue Systems—0
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsCode0
Metaphorical User Simulators for Evaluating Task-oriented Dialogue SystemsCode0
Converse: A Tree-Based Modular Task-Oriented Dialogue SystemCode1
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsCode0
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language—0
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue GenerationCode1
Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context—0
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All datasetsKvretSGDMULTIWOZ 2.0

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