| 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 |
| Automation and Optimisation of Humor Trait Generation in a Vocal Dialogue System | Nov 1, 2018 | Dialogue ManagementSpoken Dialogue Systems | —Unverified | 0 |
| Developing Production-Level Conversational Interfaces with Shallow Semantic Parsing | Nov 1, 2018 | Dialogue ManagementGeneral Classification | —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 |
| Building Dialogue Structure from Discourse Tree of a Question | Oct 1, 2018 | Dialogue ManagementManagement | —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 |
| Joint On-line Learning of a Zero-shot Spoken Semantic Parser and a Reinforcement Learning Dialogue Manager | Oct 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Deep Learning for Dialogue Systems | Aug 1, 2018 | Automatic Speech Recognition (ASR)Deep Learning | —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 |
| An Affective Robot Companion for Assisting the Elderly in a Cognitive Game Scenario | Jul 12, 2018 | Decision MakingDialogue Management | —Unverified | 0 |
| Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems | Jul 1, 2018 | Dialogue ManagementDiversity | —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 |
| Feudal Dialogue Management with Jointly Learned Feature Extractors | Jul 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Cogent: A Generic Dialogue System Shell Based on a Collaborative Problem Solving Model | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | —Unverified | 0 |
| Fully Statistical Neural Belief Tracking | Jul 1, 2018 | Dialogue ManagementDialogue State Tracking | CodeCode Available | 0 |
| Deep Learning for Conversational AI | Jun 1, 2018 | Decision MakingDeep Learning | —Unverified | 0 |
| From `Solved Problems' to New Challenges: A Report on LDC Activities | May 1, 2018 | Dialogue ManagementLanguage Identification | —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 |
| Dialogue Scenario Collection of Persuasive Dialogue with Emotional Expressions via Crowdsourcing | May 1, 2018 | Dialogue Management | —Unverified | 0 |
| Memory-augmented Dialogue Management for Task-oriented Dialogue Systems | May 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |