SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

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Showing 221–230 of 308 papers

TitleStatusHype
Intent Detection for code-mix utterances in task oriented dialogue systems—0
Intent Detection in the Age of LLMs—0
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs—0
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines—0
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems—0
Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function—0
Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags—0
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking—0
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems—0
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All datasetsKvretSGDMULTIWOZ 2.0

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07—Unverified
2COMETEntity F163.6—Unverified
3DF-NetEntity F162.7—Unverified
4DF-NetEntity F162.5—Unverified
5GLMPEntity F159.97—Unverified
6TTOSEntity F155.38—Unverified
7KB-retrieverEntity F153.7—Unverified
8DSREntity F151.9—Unverified
9KV Retrieval NetEntity F148—Unverified
10THPNEntity F137.8—Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33—Unverified
2BARTMETEOR0.09—Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17—Unverified