SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 308 papers

TitleStatusHype
Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context—0
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems—0
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting—0
Privacy-Preserving Domain Adaptation of Semantic Parsers—0
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue—0
Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling—0
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey—0
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey—0
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education—0
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems—0
Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions—0
ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents—0
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring—0
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs—0
Schema Encoding for Transferable Dialogue State Tracking—0
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking—0
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation—0
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection—0
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation—0
SIM: A Slot-Independent Neural Model for Dialogue State Tracking—0
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network—0
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks—0
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
Style Control for Schema-Guided Natural Language Generation—0
Budgeted Policy Learning 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