Article
LED down the rabbit hole: Exploring the potential of global attention for biomedical multi-document summarisation
arXiv
Document Type
Article
Abstract
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. © 2022, CC BY-SA.
DOI
10.48550/arXiv.2209.08698
Publication Date
9-19-2022
Keywords
- Biomedical domain,
- Literature reviews,
- Multi documents summarization
Disciplines
Citation Information
Y. Otmakhova, H.T. Truong, T. Baldwin, T. Cohn, K. Verspoor, and J.H. Lau, "LED down the rabbit hole: Exploring the potential of global attention for biomedical multi-document summarisation", 2022, doi:10.48550/arXiv.2209.08698
Preprint: arXiv
Archived with thanks to arXiv
Preprint License: CC by SA 4.0
Uploaded 12 October 2022