SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 226–250 of 308 papers

TitleStatusHype
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation—0
AIA-BDE: A Corpus of FAQs in Portuguese and their Variations—0
Multi-Domain Dialogue Acts and Response Co-GenerationCode1
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented DialogCode1
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition—0
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 Models—0
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems—0
Transfer Learning for Context-Aware Spoken Language Understanding—0
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 Dialogue—0
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue SystemsCode0
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response GenerationCode0
Conditioned Query Generation for Task-Oriented Dialogue SystemsCode1
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
A Framework for Building Closed-Domain Chat Dialogue Systems—0
ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
SIM: A Slot-Independent Neural Model for Dialogue State Tracking—0
Generative Dialog Policy for Task-oriented Dialog Systems—0
Domain Transfer in Dialogue Systems without Turn-Level SupervisionCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
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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