| PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking | Sep 3, 2019 | Conversational SearchRetrieval | —Unverified | 0 |
| Foundations of Collaborative Task-Oriented Dialogue: What's in a Slot? | Sep 1, 2019 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help? | Sep 1, 2019 | Multi-Task Learningslot-filling | —Unverified | 0 |
| Copy-Enhanced Heterogeneous Information Learning for Dialogue State Tracking | Aug 21, 2019 | DecoderDialogue State Tracking | —Unverified | 0 |
| Flexibly-Structured Model for Task-Oriented Dialogues | Aug 6, 2019 | Decodermodel | CodeCode Available | 0 |
| Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems | Jul 12, 2019 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts | Jul 10, 2019 | global-optimizationMixture-of-Experts | CodeCode Available | 0 |
| Towards Universal Dialogue Act Tagging for Task-Oriented Dialogues | Jul 5, 2019 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| SEntNet: Source-aware Recurrent Entity Network for Dialogue Response Selection | Jun 16, 2019 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Incremental Learning from Scratch for Task-Oriented Dialogue Systems | Jun 12, 2019 | Incremental LearningTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| Training Neural Response Selection for Task-Oriented Dialogue Systems | Jun 4, 2019 | ChatbotLanguage Modelling | CodeCode Available | 0 |
| Budgeted Policy Learning for Task-Oriented Dialogue Systems | Jun 2, 2019 | SchedulingTask-Oriented Dialogue Systems | —Unverified | 0 |
| Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems | May 21, 2019 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 1 |
| Learning to Memorize in Neural Task-Oriented Dialogue Systems | May 19, 2019 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems | May 14, 2019 | Meta-LearningTask-Oriented Dialogue Systems | —Unverified | 0 |
| Survey on Evaluation Methods for Dialogue Systems | May 10, 2019 | Question AnsweringSurvey | —Unverified | 0 |
| End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis | Jan 30, 2019 | Decision MakingDialogue Management | CodeCode Available | 0 |
| Global-to-local Memory Pointer Networks for Task-Oriented Dialogue | Jan 15, 2019 | DecoderTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Intent Detection for code-mix utterances in task oriented dialogue systems | Dec 7, 2018 | Intent DetectionTask-Oriented Dialogue Systems | —Unverified | 0 |
| Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems | Dec 6, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Multi-task learning for Joint Language Understanding and Dialogue State Tracking | Nov 13, 2018 | Dialogue State TrackingMulti-Task Learning | —Unverified | 0 |
| User Modeling for Task Oriented Dialogues | Nov 11, 2018 | Dialogue State TrackingDiversity | —Unverified | 0 |
| E2E NLG Challenge Submission: Towards Controllable Generation of Diverse Natural Language | Nov 1, 2018 | DiversityMachine Translation | —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 |
| Can Neural Generators for Dialogue Learn Sentence Planning and Discourse Structuring? | Sep 9, 2018 | RelationSentence | —Unverified | 0 |
| Deep Learning for Dialogue Systems | Aug 1, 2018 | Automatic Speech Recognition (ASR)Deep Learning | —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 |
| Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue Systems | Jul 1, 2018 | Dialogue ManagementDiversity | —Unverified | 0 |
| Global-Locally Self-Attentive Encoder for Dialogue State Tracking | Jul 1, 2018 | Automatic Speech Recognition (ASR)Dialogue State Tracking | —Unverified | 0 |
| Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures | Jul 1, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| Knowledge Diffusion for Neural Dialogue Generation | Jul 1, 2018 | Dialogue GenerationQuestion Answering | CodeCode Available | 0 |
| An Efficient Approach to Encoding Context for Spoken Language Understanding | Jul 1, 2018 | Computational EfficiencySpoken Language Understanding | —Unverified | 0 |
| Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation | Jun 12, 2018 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Global-Locally Self-Attentive Dialogue State Tracker | May 19, 2018 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 |
| Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems | May 17, 2018 | DiversityReinforcement Learning | —Unverified | 0 |
| A Manually Annotated Chinese Corpus for Non-task-oriented Dialogue Systems | May 15, 2018 | InformativenessTask-Oriented Dialogue Systems | —Unverified | 0 |
| Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags | May 1, 2018 | Slot FillingSpoken Dialogue Systems | —Unverified | 0 |
| Memory-augmented Dialogue Management for Task-oriented Dialogue Systems | May 1, 2018 | Dialogue ManagementManagement | —Unverified | 0 |
| Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems | Apr 23, 2018 | Task-Oriented Dialogue Systems | CodeCode Available | 0 |
| Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems | Apr 18, 2018 | Dialogue State TrackingImitation Learning | CodeCode Available | 0 |
| Scalable Multi-Domain Dialogue State Tracking | Dec 29, 2017 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 |
| BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems | Nov 15, 2017 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Fine Grained Knowledge Transfer for Personalized Task-oriented Dialogue Systems | Nov 11, 2017 | DecoderReinforcement Learning | —Unverified | 0 |
| Integrating User and Agent Models: A Deep Task-Oriented Dialogue System | Nov 10, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Open-Domain Neural Dialogue Systems | Nov 1, 2017 | Deep LearningDialogue Management | —Unverified | 0 |
| Lexical Acquisition through Implicit Confirmations over Multiple Dialogues | Aug 1, 2017 | ChatbotTask-Oriented Dialogue Systems | —Unverified | 0 |
| Modeling Situations in Neural Chat Bots | Jul 1, 2017 | Machine TranslationTask-Oriented Dialogue Systems | —Unverified | 0 |
| Key-Value Retrieval Networks for Task-Oriented Dialogue | May 15, 2017 | Information RetrievalRetrieval | CodeCode Available | 0 |
| A User Simulator for Task-Completion Dialogues | Dec 17, 2016 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems | Aug 17, 2016 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
