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
Lexical Acquisition through Implicit Confirmations over Multiple Dialogues—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery—0
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines—0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems—0
AISFG: Abundant Information Slot Filling Generator—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection—0
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking—0
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems—0
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests—0
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System—0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues—0
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems—0
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models—0
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?—0
Continual Learning with Dirichlet Generative-based Rehearsal—0
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—0
Continual Few-shot Intent Detection—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