SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 3140 of 308 papers

TitleStatusHype
A Hybrid Architecture for Out of Domain Intent Detection and Intent DiscoveryCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue SystemsCode1
Conditioned Query Generation for Task-Oriented Dialogue SystemsCode1
Continual Learning in Task-Oriented Dialogue SystemsCode1
Converse: A Tree-Based Modular Task-Oriented Dialogue SystemCode1
Contextual Semantic Parsing for Multilingual Task-Oriented DialoguesCode1
DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language ModelsCode1
Adding Chit-Chat to Enhance Task-Oriented DialoguesCode1
Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary TaskCode1
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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