论文标题

引导兔子洞:探索全球关注生物医学多文件摘要的潜力

LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation

论文作者

Otmakhova, Yulia, Truong, Hung Thinh, Baldwin, Timothy, Cohn, Trevor, Verspoor, Karin, Lau, Jey Han

论文摘要

在本文中,我们报告了我们提交给文学综述(MSLR)共享任务的多文件摘要的提交。具体而言,我们通过以多种方式将全球关注对重要的生物医学实体提出全球关注,使Primera(Xiao等,2022)适应生物医学领域。我们分析了23个结果模型的输出,并报告了与存在额外的全球注意力,训练步骤的数量和输入配置有关的结果中的模式。

In this paper we report on our submission to the Multidocument Summarisation for Literature Review (MSLR) shared task. Specifically, we adapt PRIMERA (Xiao et al., 2022) to the biomedical domain by placing global attention on important biomedical entities in several ways. We analyse the outputs of the 23 resulting models, and report patterns in the results related to the presence of additional global attention, number of training steps, and the input configuration.

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