| Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking | Mar 3, 2022 | Abstractive Dialogue SummarizationDialogue State Tracking | CodeCode Available | 1 | 5 |
| Jointly Optimizing State Operation Prediction and Value Generation for Dialogue State Tracking | Oct 24, 2020 | DecoderDialogue State Tracking | CodeCode Available | 1 | 5 |
| CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers | Oct 24, 2020 | counterfactualDialogue State Tracking | CodeCode Available | 1 | 5 |
| MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems | Sep 25, 2020 | Dialogue State TrackingMulti-domain Dialogue State Tracking | CodeCode Available | 1 | 5 |
| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 | 5 |
| A Sequence-to-Sequence Approach to Dialogue State Tracking | Nov 18, 2020 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Efficient Dialogue State Tracking by Selectively Overwriting Memory | Nov 10, 2019 | DecoderDialogue State Tracking | CodeCode Available | 1 | 5 |
| Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking | Oct 8, 2019 | dialog state trackingMulti-domain Dialogue State Tracking | CodeCode Available | 1 | 5 |
| A Simple Language Model for Task-Oriented Dialogue | May 2, 2020 | Dialogue State TrackingEnd-To-End Dialogue Modelling | CodeCode Available | 1 | 5 |
| Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing | Jul 17, 2018 | Multi-domain Dialogue State TrackingSemantic Similarity | CodeCode Available | 0 | 5 |
