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
Logical Reasoning for Task Oriented Dialogue Systems—0
A Comparative Study on Language Models for Task-Oriented Dialogue SystemsCode0
MUST: A Framework for Training Task-oriented Dialogue Systems with Multiple User SimulaTors—0
DialogueScore: Evaluating Responses in Task-Oriented Dialogue—0
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language ModelsCode2
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems—0
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations—0
Task-oriented Dialogue Systems: performance vs. quality-optima, a review—0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems—0
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access—0
Post-processing Networks: A Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning—0
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue—0
Towards Asking Clarification Questions in Task-Oriented Dialogue—0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
Contextual Semantic Parsing for Multilingual Task-Oriented DialoguesCode1
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation NetworksCode0
Amendable Generation for Dialogue State TrackingCode0
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling—0
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues—0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode1
Multi-Task Learning for Situated Multi-Domain End-to-End 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