SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

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Showing 51–100 of 308 papers

TitleStatusHype
A Multi-Task BERT Model for Schema-Guided Dialogue State TrackingCode1
Converse: A Tree-Based Modular Task-Oriented Dialogue SystemCode1
In-Context Learning User Simulators for Task-Oriented Dialog SystemsCode1
From Strangers to Partners: Examining Convergence within a Longitudinal Study of Task-Oriented Dialogue—0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?—0
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems—0
Generative Dialog Policy for Task-oriented Dialog Systems—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
A Framework for Building Closed-Domain Chat Dialogue Systems—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems—0
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts—0
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices—0
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection—0
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation—0
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—0
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
Dialogue Evaluation with Offline Reinforcement Learning—0
Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems—0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals—0
Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation—0
A Unified Probabilistic Approach to Referring Expressions—0
DialogueScore: Evaluating Responses in Task-Oriented Dialogue—0
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking—0
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition—0
Discovering Dialogue Slots with Weak Supervision—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs—0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction—0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems—0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems—0
Domain State Tracking for a Simplified Dialogue System—0
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example—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