SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

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Showing 101–150 of 308 papers

TitleStatusHype
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—0
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs—0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction—0
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems—0
E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language—0
Effective Data Augmentation Approaches to End-to-End Task-Oriented Dialogue—0
Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity—0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems—0
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example—0
Integrating User and Agent Models: A Deep Task-Oriented Dialogue System—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
Large Language Models as User-Agents for Evaluating Task-Oriented-Dialogue Systems—0
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation—0
Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals—0
Deploying a Retrieval based Response Model for Task Oriented Dialogues—0
Définition et détection des incohérences du système dans les dialogues orientés tâche. (We present experiments on automatically detecting inconsistent behavior of task-oriented dialogue systems from the context)—0
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems—0
Deep Learning for Dialogue Systems—0
Every time I fire a conversational designer, the performance of the dialog system goes down—0
Every time I fire a conversational designer, the performance of the dialogue system goes down—0
Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems—0
Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Lexical Acquisition through Implicit Confirmations over Multiple Dialogues—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
IntenDD: A Unified Contrastive Learning Approach for Intent Detection and Discovery—0
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines—0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems—0
AISFG: Abundant Information Slot Filling Generator—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection—0
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking—0
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems—0
Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests—0
Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems—0
HCLD: A Hierarchical Framework for Zero-shot Cross-lingual Dialogue System—0
Graph Neural Network Policies and Imitation Learning for Multi-Domain Task-Oriented Dialogues—0
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems—0
Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking—0
Insurance Question Answering via Single-turn Dialogue Modeling—0
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models—0
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?—0
Continual Learning with Dirichlet Generative-based Rehearsal—0
Helpfulness and Fairness of Task-Oriented Dialogue Systems—0
Global-Locally Self-Attentive Encoder for Dialogue State Tracking—0
Continual Few-shot Intent Detection—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