Papers by Do Min
VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing (2023.findings-emnlp)
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| Challenge: | During the Covid-19 pandemic, the number of people living with anxiety and depression rose more than four times . counselor training is difficult to speed up due to several factors, such as the need for expert supervision and the laborious and time-extensive process needed to provide evaluative feedback. |
| Approach: | They propose a template-based rewriting system that transforms non-reflective statements into reflective responses using paraphrase-augmented training and adaptive template updating. |
| Outcome: | The proposed model transforms non-reflective statements into more reflective responses while achieving a good content preservation-reflection style trade-off. |