SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 161170 of 308 papers

TitleStatusHype
Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions0
ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents0
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring0
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs0
Schema Encoding for Transferable Dialogue State Tracking0
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking0
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation0
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection0
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation0
SIM: A Slot-Independent Neural Model 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