| A Multi-Task BERT Model for Schema-Guided Dialogue State Tracking | Jul 2, 2022 | Dialogue State TrackingIntent Classification | CodeCode Available | 1 | 5 |
| Multi-Domain Dialogue Acts and Response Co-Generation | Apr 26, 2020 | Response GenerationTask-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems | Feb 12, 2020 | Task-Oriented Dialogue Systems | CodeCode Available | 1 | 5 |
| Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking | Aug 4, 2022 | Dialogue State TrackingMachine Reading Comprehension | CodeCode Available | 0 | 5 |
| An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker | Jan 27, 2021 | dialog state trackingDialogue State Tracking | CodeCode Available | 0 | 5 |
| Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training | Jun 16, 2021 | Intent DetectionOutlier Detection | CodeCode Available | 0 | 5 |
| Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking? | May 8, 2021 | Dialogue State TrackingFew-Shot Learning | CodeCode Available | 0 | 5 |
| MultiWOZ - A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling | Oct 1, 2018 | Decision MakingDialogue Management | CodeCode Available | 0 | 5 |
| On Task-Level Dialogue Composition of Generative Transformer Model | Oct 9, 2020 | Response GenerationTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Confidence Estimation for LLM-Based Dialogue State Tracking | Sep 15, 2024 | Dialogue State TrackingHallucination | CodeCode Available | 0 | 5 |
| ConfNet2Seq: Full Length Answer Generation from Spoken Questions | Jun 9, 2020 | Answer GenerationSentence | CodeCode Available | 0 | 5 |
| A Network-based End-to-End Trainable Task-oriented Dialogue System | Apr 15, 2016 | Task-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning | Jul 25, 2022 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| ChEDDAR: Student-ChatGPT Dialogue in EFL Writing Education | Sep 23, 2023 | Intent DetectionTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems | Apr 23, 2018 | Task-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems | Apr 2, 2022 | Conversational RecommendationTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| A Cooperative Memory Network for Personalized Task-oriented Dialogue Systems with Incomplete User Profiles | Feb 16, 2021 | AttributeTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts | Jul 10, 2019 | global-optimizationMixture-of-Experts | CodeCode Available | 0 | 5 |
| LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems | Nov 15, 2023 | Task-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks | Nov 1, 2021 | Dialogue State TrackingDiversity | CodeCode Available | 0 | 5 |
| Amendable Generation for Dialogue State Tracking | Oct 29, 2021 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 | 5 |
| Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented Dialogues | Jan 21, 2025 | Task-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Key-Value Retrieval Networks for Task-Oriented Dialogue | May 15, 2017 | Information RetrievalRetrieval | CodeCode Available | 0 | 5 |
| A Comparative Study on Language Models for Task-Oriented Dialogue Systems | Jan 21, 2022 | Dialogue State TrackingHallucination | CodeCode Available | 0 | 5 |
| Incremental Learning from Scratch for Task-Oriented Dialogue Systems | Jun 12, 2019 | Incremental LearningTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| 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 | 5 |
| IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems | Nov 2, 2023 | Task-Oriented Dialogue SystemsTransfer Learning | CodeCode Available | 0 | 5 |
| Knowledge Diffusion for Neural Dialogue Generation | Jul 1, 2018 | Dialogue GenerationQuestion Answering | CodeCode Available | 0 | 5 |
| High-Quality Diversification for Task-Oriented Dialogue Systems | Jun 2, 2021 | Conversational SearchDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Attention Modulation for Zero-Shot Cross-Domain Dialogue State Tracking | Oct 1, 2022 | dialog state trackingDialogue State Tracking | CodeCode Available | 0 | 5 |
| Improving Dialogue Management: Quality Datasets vs Models | Oct 2, 2023 | Dialog LearningDialogue Management | CodeCode Available | 0 | 5 |
| Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems | Nov 21, 2019 | Dialogue State TrackingIntent Detection | CodeCode Available | 0 | 5 |
| A Template-guided Hybrid Pointer Network for Knowledge-based Task-oriented Dialogue Systems | Aug 1, 2021 | DecoderTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Global-Locally Self-Attentive Dialogue State Tracker | May 19, 2018 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 0 | 5 |
| GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems | Nov 16, 2021 | Task-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| LANID: LLM-assisted New Intent Discovery | Mar 31, 2025 | Intent DiscoveryTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| A Template-guided Hybrid Pointer Network for Knowledge-basedTask-oriented Dialogue Systems | Jun 10, 2021 | DecoderTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems | Feb 20, 2023 | Learning-To-RankReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Dialogue Meaning Representation for Task-Oriented Dialogue Systems | Apr 23, 2022 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 | 5 |
| A User Simulator for Task-Completion Dialogues | Dec 17, 2016 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 | 5 |
| Exploring the Viability of Synthetic Audio Data for Audio-Based Dialogue State Tracking | Dec 4, 2023 | Dialogue State TrackingTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| A Closer Look at Few-Shot Out-of-Distribution Intent Detection | Oct 1, 2022 | Intent DetectionTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems | Sep 6, 2022 | Response GenerationStyle Transfer | CodeCode Available | 0 | 5 |
| Diversifying Task-oriented Dialogue Response Generation with Prototype Guided Paraphrasing | Aug 7, 2020 | DiversityResponse Generation | CodeCode Available | 0 | 5 |
| Flexibly-Structured Model for Task-Oriented Dialogues | Aug 6, 2019 | Decodermodel | CodeCode Available | 0 | 5 |
| AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval | Nov 20, 2020 | RetrievalTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever | Sep 15, 2019 | Dialogue GenerationResponse Generation | CodeCode Available | 0 | 5 |
| Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management | Oct 29, 2020 | Data AugmentationDialogue Management | CodeCode Available | 0 | 5 |
| A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots | Mar 21, 2022 | SSTODTask-Oriented Dialogue Systems | CodeCode Available | 0 | 5 |
| Exploring the Robustness of Task-oriented Dialogue Systems for Colloquial German Varieties | Feb 3, 2024 | Intent Recognitionslot-filling | CodeCode Available | 0 | 5 |
