SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 171180 of 308 papers

TitleStatusHype
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
Shades of BLEU, Flavours of Success: The Case of MultiWOZCode1
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
Définition et détection des incohérences du système dans les dialogues orientés tâche. (We present experiments on automatically detecting inconsistent behavior of task-oriented dialogue systems from the context)0
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting0
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks0
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?Code0
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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