SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 308 papers

TitleStatusHype
End-to-End Knowledge-Routed Relational Dialogue System for Automatic DiagnosisCode0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue SystemCode0
Empathetic Response Generation with State ManagementCode0
Turn-Level Active Learning for Dialogue State TrackingCode0
ChEDDAR: Student-ChatGPT Dialogue in EFL Writing EducationCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue SystemsCode0
A User Simulator for Task-Completion DialoguesCode0
Scalable Multi-Domain Dialogue State TrackingCode0
Improving Dialogue Management: Quality Datasets vs ModelsCode0
Amendable Generation for Dialogue State TrackingCode0
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented DialoguesCode0
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
Attention Modulation for Zero-Shot Cross-Domain Dialogue State TrackingCode0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue SystemsCode0
Domain Transfer in Dialogue Systems without Turn-Level SupervisionCode0
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation NetworksCode0
A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue SystemsCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Self-training with Two-phase Self-augmentation for Few-shot Dialogue GenerationCode0
Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State TrackingCode0
Out-of-Scope Intent Detection with Self-Supervision and Discriminative TrainingCode0
Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic SegmentationCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesCode0
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement LearningCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
Shift-Reduce Task-Oriented Semantic Parsing with Stack-TransformersCode0
Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy ChannelCode0
Diversifying Task-oriented Dialogue Response Generation with Prototype Guided ParaphrasingCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue SystemsCode0
Dialogue Meaning Representation for Task-Oriented Dialogue SystemsCode0
Knowledge Diffusion for Neural Dialogue GenerationCode0
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsCode0
LANID: LLM-assisted New Intent DiscoveryCode0
A Network-based End-to-End Trainable Task-oriented Dialogue SystemCode0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsCode0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
Q-TOD: A Query-driven Task-oriented Dialogue SystemCode0
A Comparative Study on Language Models for Task-Oriented Dialogue SystemsCode0
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue SystemsCode0
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State TrackerCode0
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systemsCode0
Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented DialoguesCode0
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention TransformerCode0
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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