| Paper | Code | Joint | Area | Food | Price | Request | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|
| A Sequence-to-Sequence Approach to Dialogue State Tracking | ✓ Link | 85 | Seq2Seq-DU-w/oSchema | 2020-11-18 | ||||
| Towards Universal Dialogue State Tracking | ✓ Link | 75.5 | StateNet | 2018-10-22 | ||||
| Global-Locally Self-Attentive Dialogue State Tracker | ✓ Link | 74.5 | - | - | - | 97.5 | Zhong et al. | 2018-05-19 |
| Effective Sequence-to-Sequence Dialogue State Tracking | ✓ Link | 73.6 | T5 (span) | 2021-08-31 | ||||
| Neural Belief Tracker: Data-Driven Dialogue State Tracking | 73.4 | 90 | 84 | 94 | 96.5 | Neural belief tracker | 2016-06-12 | |
| Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems | ✓ Link | 72 | 90 | 84 | 92 | - | Liu et al. | 2018-04-18 |
| []() | 69 | 92 | 86 | 86 | 95.7 | RNN |