SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 308 papers

TitleStatusHype
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—0
Generative Dialog Policy for Task-oriented Dialog Systems—0
Deploying a Retrieval based Response Model for Task Oriented Dialogues—0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems—0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language—0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
Définition et détection des incohérences du système dans les dialogues orientés tâche. (We present experiments on automatically detecting inconsistent behavior of task-oriented dialogue systems from the context)—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems—0
Deep Learning for Dialogue Systems—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Improving Longer-range Dialogue State Tracking—0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation—0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals—0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues—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
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
DARD: A Multi-Agent Approach for Task-Oriented Dialog 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