Update README.md

README.md

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 # Paper
-This is an mBART-based model for responsibility perspective transfer, a novel text style transfer task of automatically rewriting GBV descriptions as a means to alter the perceived level of responsibility on the perpetrator. It is introduced in the paper [Responsibility Perspective Transfer for Italian Femicide News](https://arxiv.org/abs/2306.00437v1).
+This is an mBART-based model for responsibility perspective transfer, a novel text style transfer task of automatically rewriting gender-based violence descriptions as a means to alter the perceived level of responsibility on the perpetrator. It is introduced in the paper [Responsibility Perspective Transfer for Italian Femicide News](https://arxiv.org/abs/2306.00437v1).
 
 # Abstract
 Different ways of linguistically expressing the same real-world event can lead to different perceptions of what happened. Previous work has shown that different descriptions of gender-based violence (GBV) influence the reader's perception of who is to blame for the violence, possibly reinforcing stereotypes which see the victim as partly responsible, too. As a contribution to raise awareness on perspective-based writing, and to facilitate access to alternative perspectives, we introduce the novel task of automatically rewriting GBV descriptions as a means to alter the perceived level of responsibility on the perpetrator. We present a quasi-parallel dataset of sentences with low and high perceived responsibility levels for the perpetrator, and experiment with unsupervised (mBART-based), zero-shot and few-shot (GPT3-based) methods for rewriting sentences. We evaluate our models using a questionnaire study and a suite of automatic metrics.