NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers
Lung‐Hao Lee, Po‐Han Chen, Yuxiang Zeng, Po‐Lei Lee, Kuo‐Kai Shyu · 2021
This study describes the model design of the NCUEE-NLP system for the MEDIQA challenge at the BioNLP 2021 workshop.We use the PEGASUS transformers and fine-tune the downstream summarization task using our collected and processed datasets.A total of 22 teams participated in the consumer health question summarization task of MEDIQA 2021.Each participating team was allowed to submit a maximum of ten runs.Our best submission, achieving a ROUGE2-F1 score of 0.1597, ranked third among all 128 submissions.