| Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management | Oct 29, 2020 | Data AugmentationDialogue Management | CodeCode Available | 0 |
| A Weighted Heterogeneous Graph Based Dialogue System | Oct 21, 2020 | AttributeDialogue Management | —Unverified | 0 |
| Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations | Oct 6, 2020 | Dialogue ManagementManagement | —Unverified | 0 |
| Deep Reinforcement Learning for On-line Dialogue State Tracking | Sep 22, 2020 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 |
| Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management | Sep 22, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| An Improved Approach of Intention Discovery with Machine Learning for POMDP-based Dialogue Management | Sep 20, 2020 | BIG-bench Machine LearningDialogue Management | —Unverified | 0 |
| Towards Unified Dialogue System Evaluation: A Comprehensive Analysis of Current Evaluation Protocols | Jun 10, 2020 | Dialogue ManagementManagement | —Unverified | 0 |
| Rethinking Dialogue State Tracking with Reasoning | May 27, 2020 | Dialogue ManagementDialogue State Tracking | —Unverified | 0 |
| KRM-based Dialogue Management | Dec 2, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Multi-domain Conversation Quality Evaluation via User Satisfaction Estimation | Nov 18, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules | Nov 1, 2019 | Deep LearningDialogue Management | —Unverified | 0 |
| Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue | Oct 31, 2019 | Deep Reinforcement LearningDialogue Management | CodeCode Available | 0 |
| A Framework for Building Closed-Domain Chat Dialogue Systems | Oct 30, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| A Research Platform for Multi-Robot Dialogue with Humans | Oct 12, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| VOnDA: A Framework for Ontology-Based Dialogue Management | Oct 1, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots | Sep 18, 2019 | Dialogue Managementintent-classification | —Unverified | 0 |
| Delivering Cognitive Behavioral Therapy Using A Conversational SocialRobot | Sep 14, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Characterizing the Response Space of Questions: a Corpus Study for English and Polish | Sep 1, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Modeling Multi-Action Policy for Task-Oriented Dialogues | Aug 30, 2019 | Dialogue ManagementManagement | CodeCode Available | 0 |
| Real-world Conversational AI for Hotel Bookings | Aug 27, 2019 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Are You for Real? Detecting Identity Fraud via Dialogue Interactions | Aug 19, 2019 | Dialogue ManagementFraud Detection | CodeCode Available | 0 |
| Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation | Aug 19, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Reinforcement Learning for Personalized Dialogue Management | Aug 1, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Hybrid Code Networks using a convolutional neural network as an input layer achieves higher turn accuracy | Jul 28, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| An adaptable task-oriented dialog system for stand-alone embedded devices | Jul 1, 2019 | Dialogue ManagementManagement | —Unverified | 0 |
| Jointly Learning Semantic Parser and Natural Language Generator via Dual Information Maximization | Jun 3, 2019 | Code GenerationDialogue Management | —Unverified | 0 |
| AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning | May 27, 2019 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 |
| Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models | Feb 23, 2019 | Decision MakingDialogue Generation | CodeCode Available | 0 |
| End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis | Jan 30, 2019 | Decision MakingDialogue Management | CodeCode Available | 0 |
| Learning Latent Beliefs and Performing Epistemic Reasoning for Efficient and Meaningful Dialog Management | Nov 26, 2018 | Dialogue ManagementEpistemic Reasoning | —Unverified | 0 |
| Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing | Nov 1, 2018 | Dialogue ManagementGeneral Classification | —Unverified | 0 |
| Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue System | Nov 1, 2018 | Dialogue ManagementSpoken Dialogue Systems | —Unverified | 0 |
| MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling | Oct 1, 2018 | Decision MakingDialogue Management | CodeCode Available | 0 |
| Building Dialogue Structure from Discourse Tree of a Question | Oct 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager | Oct 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management | Oct 1, 2018 | Deep Reinforcement LearningDialogue Management | —Unverified | 0 |
| Structured Dialogue Policy with Graph Neural Networks | Aug 1, 2018 | Automatic Speech Recognition (ASR)Decision Making | —Unverified | 0 |
| STYLUS: A Resource for Systematically Derived Language Usage | Aug 1, 2018 | Dialogue ManagementRobot Navigation | —Unverified | 0 |
| Deep Learning for Dialogue Systems | Aug 1, 2018 | Automatic Speech Recognition (ASR)Deep Learning | —Unverified | 0 |
| An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario | Jul 12, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Feudal Dialogue Management with Jointly Learned Feature Extractors | Jul 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems | Jul 1, 2018 | Dialogue ManagementDiversity | —Unverified | 0 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 |
| Cogent: A Generic Dialogue System Shell Based on a Collaborative Problem Solving Model | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | —Unverified | 0 |
| An Analysis of the Effect of Emotional Speech Synthesis on Non-Task-Oriented Dialogue System | Jul 1, 2018 | Dialogue ManagementEmotional Speech Synthesis | —Unverified | 0 |
| Deep Learning for Conversational AI | Jun 1, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| What Causes the Differences in Communication Styles? A Multicultural Study on Directness and Elaborateness | May 1, 2018 | Dialogue ManagementSpoken Dialogue Systems | —Unverified | 0 |
| From `Solved Problems' to New Challenges: A Report on LDC Activities | May 1, 2018 | Dialogue ManagementLanguage Identification | —Unverified | 0 |
| Memory-augmented Dialogue Management for Task-oriented Dialogue Systems | May 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Dialogue Scenario Collection of Persuasive Dialogue with Emotional Expressions via Crowdsourcing | May 1, 2018 | Dialogue Management | —Unverified | 0 |