SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 121130 of 308 papers

TitleStatusHype
Every time I fire a conversational designer, the performance of the dialog system goes down0
Every time I fire a conversational designer, the performance of the dialogue system goes down0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems0
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition0
Intent Detection in the Age of LLMs0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems0
AISFG: Abundant Information Slot Filling Generator0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems0
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking0
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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