transformers medical biomedical scientific_papers PEGASUS summarization en license:apache-2.0 endpoints_compatible region:us
---
license: apache-2.0
language:
- en
metrics:
- meteor
- bertscore
- rouge
library_name: transformers
pipeline_tag: summarization
tags:
- medical
- biomedical
- scientific_papers
- PEGASUS
---
Extractive summarization, followed by abstractive summmarization. Extractive summarization performed via Top-K Sentence Cosine, in which the cosine similarity of sentence embeddings are compared. Abstractive summarization comes from the PEGASUS-X model, fine-tuned on Top-K Sentence Cosine summaries of papers from the eLife dataset.