SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 308 papers

TitleStatusHype
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Amendable Generation for Dialogue State TrackingCode0
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling—0
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues—0
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Style Control for Schema-Guided Natural Language Generation—0
Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue SystemsCode0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue SystemsCode0
Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation—0
Taming the Beast: Learning to Control Neural Conversational Models—0
Discovering Dialogue Slots with Weak Supervision—0
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue SystemsCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking—0
CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems—0
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection—0
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey—0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
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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