SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 131140 of 308 papers

TitleStatusHype
Every time I fire a conversational designer, the performance of the dialog system goes down0
Evaluating Task-oriented Dialogue Systems: A Systematic Review of Measures, Constructs and their Operationalisations0
Evaluating State Representations for Reinforcement Learning of Turn-Taking Policies in Tutorial Dialogue0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations0
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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