Effective type label-based synergistic representation learning for biomedical event trigger detection

• Main Authors: Hao, Anran, Yuan, Haohan, Hui, Siu Cheung, Su, Jian
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Biomedical event trigger detection; Representation learning
• Online Access: https://hdl.handle.net/10356/180450
• Institution: Nanyang Technological University

Background: Detecting event triggers in biomedical texts, which contain domain knowledge and context-dependent terms, is more challenging than in general-domain texts. Most state-of-the-art models rely mainly on external resources such as linguistic tools and knowledge bases to improve system perfor...