SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 201–250 of 308 papers

TitleStatusHype
Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems—0
Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot?—0
From Strangers to Partners: Examining Convergence within a Longitudinal Study of Task-Oriented Dialogue—0
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking—0
Generative Dialog Policy for Task-oriented Dialog Systems—0
GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues—0
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System—0
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Hybrid Supervised Reinforced Model for Dialogue Systems—0
Improve Text Classification Accuracy with Intent Information—0
Improving Longer-range Dialogue State Tracking—0
Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue—0
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
Integrating Pre-trained Model into Rule-based Dialogue Management—0
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System—0
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery—0
Intent Detection for code-mix utterances in task oriented dialogue systems—0
Intent Detection in the Age of LLMs—0
Intent-driven In-context Learning for Few-shot Dialogue State Tracking—0
Interpretable and Robust Dialogue State Tracking via Natural Language Summarization with LLMs—0
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines—0
Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems—0
Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function—0
Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags—0
Keyword-Aware ASR Error Augmentation for Robust Dialogue State Tracking—0
Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems—0
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems—0
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization—0
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems—0
Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State TrackingCode0
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue SystemsCode0
Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue SystemsCode0
ConfNet2Seq: Full Length Answer Generation from Spoken QuestionsCode0
Flexibly-Structured Model for Task-Oriented DialoguesCode0
Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMsCode0
Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German VarietiesCode0
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent DiscoveryCode0
GCDF1: A Goal- and Context- Driven F-Score for Evaluating User ModelsCode0
Confidence Estimation for LLM-Based Dialogue State TrackingCode0
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?Code0
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue SystemCode0
Global-Locally Self-Attentive Dialogue State TrackerCode0
Retrieve & Memorize: Dialog Policy Learning with Multi-Action MemoryCode0
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB RetrieverCode0
EnSToM: Enhancing Dialogue Systems with Entropy-Scaled Steering Vectors for Topic MaintenanceCode0
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue SystemsCode0
Show:102550
← PrevPage 5 of 7Next →
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