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
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems—0
A Task-Oriented Dialogue Architecture via Transformer Neural Language Models and Symbolic Injection—0
Augmenting Task-Oriented Dialogue Systems with Relation Extraction—0
A Unified Probabilistic Approach to Referring Expressions—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems—0
CANDLE: Decomposing Conditional and Conjunctive Queries for Task-Oriented Dialogue Systems—0
Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling—0
Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring?—0
Can Similarity-Based Domain-Ordering Reduce Catastrophic Forgetting for Intent Recognition?—0
CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems—0
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations—0
Combining Task and Dialogue Streams in Unsupervised Dialogue Act Models—0
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition—0
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs—0
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems—0
Continual Few-shot Intent Detection—0
Continual Learning with Dirichlet Generative-based Rehearsal—0
Conversational Question Reformulation via Sequence-to-Sequence Architectures and Pretrained Language Models—0
Coreference Augmentation for Multi-Domain Task-Oriented Dialogue State Tracking—0
Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking—0
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems—0
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems—0
Decoupling Strategy and Surface Realization for Task-oriented Dialogues—0
Deep Learning for Dialogue Systems—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
Deploying a Retrieval based Response Model for Task Oriented Dialogues—0
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems—0
Dialog2API: Task-Oriented Dialogue with API Description and Example Programs—0
Dialog-to-Actions: Building Task-Oriented Dialogue System via Action-Level Generation—0
Dialogue Evaluation with Offline Reinforcement Learning—0
DialogueScore: Evaluating Responses in Task-Oriented Dialogue—0
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking—0
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition—0
Discovering Dialogue Slots with Weak Supervision—0
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection—0
Domain-independent User Simulation with Transformers for Task-oriented Dialogue Systems—0
Domain State Tracking for a Simplified Dialogue System—0
Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems—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
EmoUS: Simulating User Emotions in Task-Oriented Dialogues—0
EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in 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
Evaluating State Representations for Reinforcement Learning of Turn-Taking Policies in Tutorial Dialogue—0
Evaluating Task-oriented Dialogue Systems: A Systematic Review of Measures, Constructs and their Operationalisations—0
Every time I fire a conversational designer, the performance of the dialog system goes down—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