SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 276–300 of 308 papers

TitleStatusHype
Deep Learning for Dialogue Systems—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—0
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence ArchitecturesCode0
Knowledge Diffusion for Neural Dialogue GenerationCode0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation—0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems—0
A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems—0
Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags—0
Memory-augmented Dialogue Management for Task-oriented Dialogue Systems—0
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog SystemsCode0
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue SystemsCode0
Scalable Multi-Domain Dialogue State TrackingCode0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems—0
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System—0
Open-Domain Neural Dialogue Systems—0
Lexical Acquisition through Implicit Confirmations over Multiple Dialogues—0
Modeling Situations in Neural Chat Bots—0
Key-Value Retrieval Networks for Task-Oriented DialogueCode0
A User Simulator for Task-Completion DialoguesCode0
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