SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 308 papers

TitleStatusHype
Generative Dialog Policy for Task-oriented Dialog Systems—0
Domain Transfer in Dialogue Systems without Turn-Level SupervisionCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking—0
Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?—0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?—0
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking—0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts—0
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues—0
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection—0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
Training Neural Response Selection for Task-Oriented Dialogue SystemsCode0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
Learning to Memorize in Neural Task-Oriented Dialogue Systems—0
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems—0
Survey on Evaluation Methods for Dialogue Systems—0
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
Intent Detection for code-mix utterances in task oriented dialogue systems—0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Multi-task learning for Joint Language Understanding and Dialogue State Tracking—0
User Modeling for Task Oriented Dialogues—0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language—0
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling—0
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?—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