JOURNAL ARTICLE
Pre-trained language models with domain knowledge for biomedical extractive summarization
Qianqian XieJennifer Amy BishopPrayag TiwariSophia Ananiadou
Year: 2022 Journal: Knowledge-Based Systems Vol: 252 Pages: 109460-109460 Publisher: Elsevier BV
Abstract
Funding Information: This research is supported by the Alan Turing Institute, United Kingdom and the Biotechnology and Biological Sciences Research Council (BBSRC), United Kingdom , BB/P025684/1 . Publisher Copyright: © 2022 The Author(s)
Keywords:
Automatic summarization Computer science Discriminative model Artificial intelligence Natural language processing Task (project management) Transformer Context (archaeology) Biomedical text mining Machine learning Text mining Engineering
Metrics
86
Cited By
16.64
FWCI (Field Weighted Citation Impact)
56
Refs
0.99
Citation Normalized Percentile
Is in top 1%
Is in top 10%
Citation History
Topics
Topic Modeling
Physical Sciences → Computer Science → Artificial Intelligence
Biomedical Text Mining and Ontologies
Life Sciences → Biochemistry, Genetics and Molecular Biology → Molecular Biology
Natural Language Processing Techniques
Physical Sciences → Computer Science → Artificial Intelligence
Related Documents
JOURNAL ARTICLE
Biomedical-domain pre-trained language model for extractive summarization
Yongping DuQingxiao LiLulin WangYanqing He
Journal: Knowledge-Based Systems Year: 2020 Vol: 199 Pages: 105964-105964
JOURNAL ARTICLE
Historical-Domain Pre-trained Language Model for Historical Extractive Text Summarization
Lamsiyah SalimaM. KeerthanaChristoph Schommer
Journal: Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science Year: 2023
JOURNAL ARTICLE
Arabic Extractive Summarization Using Pre-Trained Models
Yasmin EiniehAmal AlmansourAmani Jamal
Journal: Journal of King Abdulaziz University-Computing and Information Technology Sciences Year: 2023 Vol: 12 (1)
JOURNAL ARTICLE
A method to utilize prior knowledge for extractive summarization based on pre-trained language models
Le Ngoc ThangNguyen Minh TienDo Nhat MinhNguyễn Chí ThànhMinh Le
Journal: Vietnam Journal of Science and Technology/Science and Technology Year: 2024
JOURNAL ARTICLE
Continual knowledge infusion into pre-trained biomedical language models
Journal: Bioinformatics Year: 2021 Vol: 38 (2)Pages: 494-502