SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–150 of 308 papers

TitleStatusHype
DORA: Toward Policy Optimization for Task-oriented Dialogue System with Efficient ContextCode0
A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User ProfilesCode0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue SystemsCode0
A Closer Look at Few-Shot Out-of-Distribution Intent DetectionCode0
Turn-Level Active Learning for Dialogue State TrackingCode0
MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue ModellingCode0
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge RetrievalCode0
ChEDDAR: Student-ChatGPT Dialogue in EFL Writing EducationCode0
High-Quality Diversification for Task-Oriented Dialogue SystemsCode0
Metaphorical User Simulators for Evaluating Task-oriented Dialogue SystemsCode0
Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented DialoguesCode0
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-SlotsCode0
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue ManagementCode0
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systemsCode0
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy OptimizationCode0
LANID: LLM-assisted New Intent DiscoveryCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
Knowledge Diffusion for Neural Dialogue GenerationCode0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue SystemsCode0
Incremental Learning from Scratch for Task-Oriented Dialogue SystemsCode0
Context Does Matter: Implications for Crowdsourced Evaluation Labels in Task-Oriented Dialogue SystemsCode0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
Improving Dialogue Management: Quality Datasets vs ModelsCode0
On Task-Level Dialogue Composition of Generative Transformer ModelCode0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Evaluating Task-oriented Dialogue Systems: A Systematic Review of Measures, Constructs and their Operationalisations—0
Evaluating State Representations for Reinforcement Learning of Turn-Taking Policies in Tutorial Dialogue—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals—0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue—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