| Paper | Code | Joint | Request | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Amendable Generation for Dialogue State Tracking | ✓ Link | 91.37 | AG-DST | 2021-10-29 | |
| A Sequence-to-Sequence Approach to Dialogue State Tracking | ✓ Link | 91.2 | Seq2Seq-DU-w/oSchema | 2020-11-18 | |
| Effective Sequence-to-Sequence Dialogue State Tracking | ✓ Link | 91 | T5 (span) | 2021-08-31 | |
| A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems | 90.5 | 97.6 | BERT-based tracker | 2019-10-28 | |
| Towards Universal Dialogue State Tracking | ✓ Link | 88.9 | StateNet | 2018-10-22 | |
| Scalable Neural Dialogue State Tracking | ✓ Link | 88.7 | 96.9 | G-SAT | 2019-10-22 |
| Toward Scalable Neural Dialogue State Tracking Model | ✓ Link | 88.5 | 97.4 | GCE | 2018-12-03 |
| Global-Locally Self-Attentive Dialogue State Tracker | ✓ Link | 88.1 | 97.1 | Zhong et al. | 2018-05-19 |
| Neural Belief Tracker: Data-Driven Dialogue State Tracking | 84.4 | 96.5 | Neural belief tracker | 2016-06-12 | |
| []() | 70.8 | 87.1 | RNN |