SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 308 papers

TitleStatusHype
Style Control for Schema-Guided Natural Language Generation—0
Survey on Evaluation Methods for Dialogue Systems—0
Taming the Beast: Learning to Control Neural Conversational Models—0
Task-oriented Dialogue Systems: performance vs. quality-optima, a review—0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics—0
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations—0
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access—0
Towards an open-domain conversational system fully based on natural language processing—0
Towards Asking Clarification Questions in Task-Oriented Dialogue—0
Towards Automatic Evaluation of Task-Oriented Dialogue Flows—0
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning—0
Towards Taxonomy of Errors in Chat-oriented Dialogue Systems—0
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues—0
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels—0
Transfer Learning for Context-Aware Spoken Language Understanding—0
Understanding User Satisfaction with Task-oriented Dialogue Systems—0
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues—0
Unsupervised Extraction of Dialogue Policies from Conversations—0
User Modeling for Task Oriented Dialogues—0
User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems—0
Using Textual Interface to Align External Knowledge for End-to-End Task-Oriented Dialogue Systems—0
ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation—0
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language—0
Lexical Acquisition through Implicit Confirmations over Multiple Dialogues—0
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking—0
Infusing Emotions into Task-oriented Dialogue Systems: Understanding, Management, and Generation—0
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems—0
Addressing Slot-Value Changes in Task-oriented Dialogue Systems through Dialogue Domain Adaptation—0
A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices—0
A Framework for Building Closed-Domain Chat Dialogue Systems—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
AISFG: Abundant Information Slot Filling Generator—0
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems—0
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example—0
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling—0
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents—0
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?—0
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems—0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection—0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction—0
A Unified Probabilistic Approach to Referring Expressions—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—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