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
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
Generative Dialog Policy for Task-oriented Dialog Systems—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
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
From Strangers to Partners: Examining Convergence within a Longitudinal Study of Task-Oriented Dialogue—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—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
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—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
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation—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
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—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