SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 251260 of 308 papers

TitleStatusHype
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?0
Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?0
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue SystemsCode1
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts0
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues0
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
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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