SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 101110 of 308 papers

TitleStatusHype
Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention0
User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers0
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 Generator0
Every time I fire a conversational designer, the performance of the dialogue system goes down0
Learning Dialogue Representations from Consecutive UtterancesCode1
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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