SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Showing 231240 of 308 papers

TitleStatusHype
From Machine Reading Comprehension to Dialogue State Tracking: Bridging the GapCode1
MuTual: A Dataset for Multi-Turn Dialogue ReasoningCode1
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models0
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems0
Transfer Learning for Context-Aware Spoken Language Understanding0
CrossWOZ: A Large-Scale Chinese Cross-Domain Task-Oriented Dialogue DatasetCode4
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue SystemsCode1
Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue SystemsCode1
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue0
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue SystemsCode0
Show:102550
← PrevPage 24 of 31Next →

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