Name
Title | ||
|---|---|---|
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension |
Abstract | ||
|---|---|---|
Multiparty Dialogue Machine Reading Comprehension (MRC) differs from traditional MRC as models must handle the complex dialogue discourse structure, previously unconsidered in traditional MRC. To fully exploit such discourse structure in multiparty dialogue, we present a discourse-aware dialogue graph neural network, DADgraph, which explicitly constructs the dialogue graph using discourse dependen... |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1109/IJCNN52387.2021.9533364 | 2021 International Joint Conference on Neural Networks (IJCNN) |
Keywords | DocType | ISSN |
Pipelines,Graph neural networks,Encoding,Task analysis,Context modeling | Conference | 2161-4393 |
ISBN | Citations | PageRank |
978-1-6654-3900-8 | 0 | 0.34 |
References | Authors | |
0 | 7 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jiaqi Li | 1 | 0 | 0.68 |
| Ming Liu | 2 | 13 | 2.98 |
| Zihao Zheng | 3 | 0 | 0.34 |
| Heng Zhang | 4 | 0 | 0.34 |
| Bing Qin | 5 | 1076 | 72.82 |
| Min-Yen Kan | 6 | 0 | 0.34 |
| Ting Liu | 7 | 2735 | 232.31 |