Filters








2 Hits in 5.0 sec

NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers

Lung-Hao Lee, Po-Han Chen, Yu-Xiang Zeng, Po-Lei Lee, Kuo-Kai Shyu
2021 Proceedings of the 20th Workshop on Biomedical Language Processing   unpublished
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.  ...  NCUEE-NLP at MEDIQA 2021: Health Question Summarization Using PEGASUS Transformers Lung-Hao Lee, Po-Han Chen, Yu-Xiang Zeng, Po-Lei Lee, and Kuo-Kai Shyu Department of Electrical Engineering, National  ... 
doi:10.18653/v1/2021.bionlp-1.30 fatcat:udsbyhu7mzbqze2wxf6aldxppm

Overview of the MEDIQA 2021 Shared Task on Summarization in the Medical Domain

Asma Ben Abacha, Yassine Mrabet, Yuhao Zhang, Chaitanya Shivade, Curtis Langlotz, Dina Demner-Fushman
2021 Proceedings of the 20th Workshop on Biomedical Language Processing   unpublished
The MEDIQA 2021 shared tasks at the BioNLP 2021 workshop addressed three tasks on summarization for medical text: (i) a question summarization task aimed at exploring new approaches to understanding complex  ...  real-world consumer health queries, (ii) a multi-answer summarization task that targeted aggregation of multiple relevant answers to a biomedical question into one concise and relevant answer, and (iii  ...  We thank Anna Ripple (NLM/NIH) for her help with the manual annotation and Soumya Gayen (NLM/NIH) for his help with the summarization interface.  ... 
doi:10.18653/v1/2021.bionlp-1.8 fatcat:nvl63wg42vhyraxecm2bjug4im