| Multi-Domain Dialogue State Tracking with Top-K Slot Self Attention | Sep 1, 2022 | Dialogue State TrackingMulti-domain Dialogue State Tracking | —Unverified | 0 |
| User Satisfaction Modeling with Domain Adaptation in Task-oriented Dialogue Systems | Sep 1, 2022 | Action RecognitionDomain Adaptation | —Unverified | 0 |
| GenTUS: Simulating User Behaviour and Language in Task-oriented Dialogues with Generative Transformers | Aug 23, 2022 | DecoderLanguage Modelling | —Unverified | 0 |
| Efficient Task-Oriented Dialogue Systems with Response Selection as an Auxiliary Task | Aug 15, 2022 | Task-Oriented Dialogue SystemsText Generation | CodeCode Available | 1 |
| Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking | Aug 4, 2022 | Dialogue State TrackingMachine Reading Comprehension | CodeCode Available | 0 |
| Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning | Jul 25, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 |
| AISFG: Abundant Information Slot Filling Generator | Jul 1, 2022 | Few-Shot Learningslot-filling | —Unverified | 0 |
| Every time I fire a conversational designer, the performance of the dialogue system goes down | Jun 1, 2022 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Learning Dialogue Representations from Consecutive Utterances | May 26, 2022 | Contrastive LearningConversational Question Answering | CodeCode Available | 1 |
| InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning | May 25, 2022 | Dialogue EvaluationDialogue Generation | CodeCode Available | 1 |
| Helpfulness and Fairness of Task-Oriented Dialogue Systems | May 25, 2022 | FairnessGoal-Oriented Dialogue Systems | —Unverified | 0 |
| Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation | May 19, 2022 | Dialogue GenerationLanguage Modelling | CodeCode Available | 0 |
| A Fast Attention Network for Joint Intent Detection and Slot Filling on Edge Devices | May 16, 2022 | Intent DetectionNatural Language Understanding | —Unverified | 0 |
| A Low-Cost, Controllable and Interpretable Task-Oriented Chatbot: With Real-World After-Sale Services as Example | May 13, 2022 | ChatbotTask-Oriented Dialogue Systems | —Unverified | 0 |
| Empathetic Response Generation with State Management | May 7, 2022 | Dialogue ManagementEmpathetic Response Generation | CodeCode Available | 0 |
| The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications | May 1, 2022 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Understanding User Satisfaction with Task-oriented Dialogue Systems | Apr 26, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | —Unverified | 0 |
| Dialogue Meaning Representation for Task-Oriented Dialogue Systems | Apr 23, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems | Apr 2, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| Converse: A Tree-Based Modular Task-Oriented Dialogue System | Mar 23, 2022 | Dialogue ManagementManagement | CodeCode Available | 1 |
| A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots | Mar 21, 2022 | SSTODTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language | Mar 15, 2022 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation | Mar 11, 2022 | Dialogue GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Precognition in Task-oriented Dialogue Understanding: Posterior Regularization by Future Context | Mar 7, 2022 | Dialogue UnderstandingTask-Oriented Dialogue Systems | —Unverified | 0 |
| Logical Reasoning for Task Oriented Dialogue Systems | Feb 8, 2022 | Logical ReasoningNegation | —Unverified | 0 |
| A Comparative Study on Language Models for Task-Oriented Dialogue Systems | Jan 21, 2022 | Dialogue State TrackingHallucination | CodeCode Available | 0 |
| MUST: A Framework for Training Task-oriented Dialogue Systems with Multiple User SimulaTors | Jan 16, 2022 | Reinforcement Learning (RL)Task-Oriented Dialogue Systems | —Unverified | 0 |
| DialogueScore: Evaluating Responses in Task-Oriented Dialogue | Jan 16, 2022 | Natural Language InferenceTask-Oriented Dialogue Systems | —Unverified | 0 |
| UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models | Jan 16, 2022 | Few-Shot LearningQuestion Answering | CodeCode Available | 2 |
| Investigating Effect of Dialogue History in Multilingual Task Oriented Dialogue Systems | Dec 23, 2021 | Dataset GenerationDialogue State Tracking | —Unverified | 0 |
| TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations | Dec 23, 2021 | Data Augmentationspeech-recognition | —Unverified | 0 |
| Task-oriented Dialogue Systems: performance vs. quality-optima, a review | Dec 21, 2021 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems | Nov 28, 2021 | Response GenerationTask-Oriented Dialogue Systems | —Unverified | 0 |
| EmoWOZ: A Large-Scale Corpus and Labelling Scheme for Emotion Recognition in Task-Oriented Dialogue Systems | Nov 16, 2021 | Emotion RecognitionTask-Oriented Dialogue Systems | —Unverified | 0 |
| Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access | Nov 16, 2021 | Response GenerationSentence | —Unverified | 0 |
| Post-processing Networks: A Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning | Nov 16, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Incorporating Dual-Aware with Hierarchical Interactive Memory Networks for Task-Oriented Dialogue | Nov 16, 2021 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| Towards Asking Clarification Questions in Task-Oriented Dialogue | Nov 16, 2021 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems | Nov 16, 2021 | Task-Oriented Dialogue Systems | CodeCode Available | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues | Nov 4, 2021 | Dialogue State TrackingMachine Translation | CodeCode Available | 1 |
| Counterfactual Matters: Intrinsic Probing For Dialogue State Tracking | Nov 1, 2021 | counterfactualDialogue State Tracking | —Unverified | 0 |
| GCDF1: A Goal- and Context- Driven F-Score for Evaluating User Models | Nov 1, 2021 | Dialogue EvaluationTask-Oriented Dialogue Systems | CodeCode Available | 0 |
| Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks | Nov 1, 2021 | Dialogue State TrackingDiversity | CodeCode Available | 0 |
| Amendable Generation for Dialogue State Tracking | Oct 29, 2021 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 |
| An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling | Oct 26, 2021 | Contrastive Learningintent-classification | —Unverified | 0 |
| UniDS: A Unified Dialogue System for Chit-Chat and Task-oriented Dialogues | Oct 15, 2021 | Task-Oriented Dialogue Systems | —Unverified | 0 |
| GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems | Oct 14, 2021 | Task-Oriented Dialogue Systems | CodeCode Available | 1 |
| Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems | Oct 11, 2021 | Causal Language ModelingDiversity | —Unverified | 0 |
