SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

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Showing 251–300 of 308 papers

TitleStatusHype
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems—0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?—0
From Strangers to Partners: Examining Convergence within a Longitudinal Study of Task-Oriented Dialogue—0
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking—0
Generative Dialog Policy for Task-oriented Dialog Systems—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues—0
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System—0
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Hybrid Supervised Reinforced Model for Dialogue Systems—0
Improve Text Classification Accuracy with Intent Information—0
Improving Longer-range Dialogue State Tracking—0
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue—0
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
Integrating Pre-trained Model into Rule-based Dialogue Management—0
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System—0
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery—0
Intent Detection for code-mix utterances in task oriented dialogue systems—0
Intent Detection in the Age of LLMs—0
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs—0
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines—0
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems—0
Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function—0
Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags—0
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking—0
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems—0
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems—0
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization—0
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems—0
Learning to Memorize in Neural Task-Oriented Dialogue Systems—0
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking—0
Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help?—0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
Logical Reasoning for Task Oriented Dialogue Systems—0
Many Hands Make Light Work: Task-Oriented Dialogue System with Module-Based Mixture-of-Experts—0
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations—0
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems—0
Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems—0
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding—0
Modeling Situations in Neural Chat Bots—0
Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention—0
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System—0
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction—0
Multi-task learning for Joint Language Understanding and Dialogue State Tracking—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