SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 2650 of 308 papers

TitleStatusHype
Simulating User Satisfaction for the Evaluation of Task-oriented Dialogue SystemsCode1
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State TrackingCode1
MultiWOZ 2.4: A Multi-Domain Task-Oriented Dialogue Dataset with Essential Annotation Corrections to Improve State Tracking EvaluationCode1
Action-Based Conversations Dataset: A Corpus for Building More In-Depth Task-Oriented Dialogue SystemsCode1
Slot Self-Attentive Dialogue State TrackingCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge Access Track in DSTC9Code1
Continual Learning in Task-Oriented Dialogue SystemsCode1
Learning to Retrieve Entity-Aware Knowledge and Generate Responses with Copy Mechanism for Task-Oriented Dialogue SystemsCode1
Conditioned Text Generation with Transfer for Closed-Domain Dialogue SystemsCode1
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial TrainingCode1
Adding Chit-Chat to Enhance Task-Oriented DialoguesCode1
MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotationCode1
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue SystemsCode1
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue SystemsCode1
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue SystemsCode1
A Generative Model for Joint Natural Language Understanding and GenerationCode1
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue SystemCode1
Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessCode1
Multi-Domain Dialogue Acts and Response Co-GenerationCode1
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogCode1
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the GapCode1
MuTual: A Dataset for Multi-Turn Dialogue ReasoningCode1
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue SystemsCode1
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue SystemsCode1
Conditioned Query Generation for Task-Oriented Dialogue SystemsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5-3b(UnifiedSKG)Entity F170.07Unverified
2COMETEntity F163.6Unverified
3DF-NetEntity F162.7Unverified
4DF-NetEntity F162.5Unverified
5GLMPEntity F159.97Unverified
6TTOSEntity F155.38Unverified
7KB-retrieverEntity F153.7Unverified
8DSREntity F151.9Unverified
9KV Retrieval NetEntity F148Unverified
10THPNEntity F137.8Unverified
#ModelMetricClaimedVerifiedStatus
1T5METEOR0.33Unverified
2BARTMETEOR0.09Unverified
#ModelMetricClaimedVerifiedStatus
1BART (TextBox 2.0)BLEU-420.17Unverified