| Effective Sequence-to-Sequence Dialogue State Tracking | Aug 31, 2021 | Dialogue State TrackingLanguage Modeling | 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 |
| Dialogue State Tracking with a Language Model using Schema-Driven Prompting | Sep 15, 2021 | Dialogue State TrackingLanguage Modeling | CodeCode Available | 1 | 5 |
| 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 |
| Efficient Dialogue State Tracking by Selectively Overwriting Memory | Nov 10, 2019 | 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 |
| A Sequence-to-Sequence Approach to Dialogue State Tracking | Nov 18, 2020 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue | Sep 28, 2020 | Domain AdaptationMulti-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 |
| "How Robust r u?": Evaluating Task-Oriented Dialogue Systems on Spoken Conversations | Sep 28, 2021 | BenchmarkingDialogue State Tracking | CodeCode Available | 1 | 5 |
