| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Hierarchical Pre-training for Sequence Labelling in Spoken Dialog | 92.4 | Pretrained Hierarchical Transformer | 2020-09-23 | |
| Hierarchical Fusion for Online Multimodal Dialog Act Classification | ✓ Link | 91.8 | Hierarchical Fusion | 2023-12-08 |
| Dialogue Act Recognition via CRF-Attentive Structured Network | 91.7 | CRF-ASN | 2017-11-15 | |
| Guiding attention in Sequence-to-sequence models for Dialogue Act prediction | ✓ Link | 91.6 | HGRU + Beam Search + Guided attention | 2020-02-20 |
| Speaker Turn Modeling for Dialogue Act Classification | ✓ Link | 91.4 | Speaker | 2021-09-10 |
| Dialogue Act Classification with Context-Aware Self-Attention | ✓ Link | 91.1 | Bi-RNN + Self-Attention + Context | 2019-04-04 |
| Dialogue Act Sequence Labeling using Hierarchical encoder with CRF | ✓ Link | 90.9 | Bi-LSTM-CRF | 2017-09-13 |
| Self-Governing Neural Networks for On-Device Short Text Classification | ✓ Link | 86.7 | SGNN | 2018-10-01 |