SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 308 papers

TitleStatusHype
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systemsCode0
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement LearningCode0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Evaluating Task-oriented Dialogue Systems: A Systematic Review of Measures, Constructs and their Operationalisations—0
Evaluating State Representations for Reinforcement Learning of Turn-Taking Policies in Tutorial Dialogue—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals—0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation—0
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
An Efficient Approach to Encoding Context for Spoken Language Understanding—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System—0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language—0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
Show:102550
← PrevPage 6 of 13Next →
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