Abstract | ||
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•This work demonstrates the limitations of a transformer-based neural network coupled with conditional random field for the task of persuasive dialogues.•In this work, we consider persuasion strategy recognition as a sequential tagging problem, using transformers and conditional random field to model context information and inter-speaker dependency. |
Year | DOI | Venue |
---|---|---|
2021 | 10.1016/j.neucom.2020.11.040 | Neurocomputing |
Keywords | DocType | Volume |
Persuasive dialogue systems,Transformer-based neural networks,Conditional random Field,Persuasive strategy recognition | Journal | 431 |
ISSN | Citations | PageRank |
0925-2312 | 1 | 0.40 |
References | Authors | |
0 | 5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Hui Chen | 1 | 1 | 0.40 |
Deepanway Ghosal | 2 | 3 | 2.47 |
Navonil Majumder | 3 | 206 | 12.78 |
Amir Hussain | 4 | 672 | 67.84 |
Soujanya Poria | 5 | 1336 | 60.98 |