SOTAVerified

Task-Oriented Dialogue Systems

Achieving a pre-defined task through a dialog.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–200 of 308 papers

TitleStatusHype
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems—0
On the Use of Linguistic Features for the Evaluation of Generative Dialogue Systems—0
Open-Domain Neural Dialogue Systems—0
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System—0
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking—0
Post-processing Networks: A Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning—0
Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context—0
Pre-Trained and Attention-Based Neural Networks for Building Noetic Task-Oriented Dialogue Systems—0
Pretrain-Finetune Based Training of Task-Oriented Dialogue Systems in a Real-World Setting—0
Privacy-Preserving Domain Adaptation of Semantic Parsers—0
Prompt Learning for Domain Adaptation in Task-Oriented Dialogue—0
Quality-adaptive Spoken Dialogue Initiative Selection And Implications On Reward Modelling—0
Recent Neural Methods on Dialogue State Tracking for Task-Oriented Dialogue Systems: A Survey—0
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey—0
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education—0
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems—0
Resolving Intent Ambiguities by Retrieving Discriminative Clarifying Questions—0
ReSpAct: Harmonizing Reasoning, Speaking, and Acting Towards Building Large Language Model-Based Conversational AI Agents—0
Retrieval-Augmented Neural Response Generation Using Logical Reasoning and Relevance Scoring—0
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs—0
Schema Encoding for Transferable Dialogue State Tracking—0
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking—0
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation—0
SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection—0
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation—0
SIM: A Slot-Independent Neural Model for Dialogue State Tracking—0
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network—0
Spoken Language Understanding for Task-oriented Dialogue Systems with Augmented Memory Networks—0
Step by Step to Fairness: Attributing Societal Bias in Task-oriented Dialogue Systems—0
Style Control for Schema-Guided Natural Language Generation—0
Budgeted Policy Learning for Task-Oriented Dialogue Systems—0
Taming the Beast: Learning to Control Neural Conversational Models—0
Task-oriented Dialogue Systems: performance vs. quality-optima, a review—0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications—0
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics—0
TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations—0
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access—0
Towards an open-domain conversational system fully based on natural language processing—0
Towards Asking Clarification Questions in Task-Oriented Dialogue—0
Towards Automatic Evaluation of Task-Oriented Dialogue Flows—0
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning—0
Towards Taxonomy of Errors in Chat-oriented Dialogue Systems—0
Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues—0
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels—0
Transfer Learning for Context-Aware Spoken Language Understanding—0
Understanding User Satisfaction with Task-oriented Dialogue Systems—0
UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues—0
Unsupervised Extraction of Dialogue Policies from Conversations—0
User Modeling for Task Oriented Dialogues—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