SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–225 of 308 papers

TitleStatusHype
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
CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs—0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems—0
Continual Few-shot Intent Detection—0
Continual Learning with Dirichlet Generative-based Rehearsal—0
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models—0
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking—0
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Deep Learning for 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