Integrating shortest dependency path and sentence sequence into a deep learning framework for relation extraction in clinical text.
BMC Med. Inf. & Decision Making(2019)
摘要
We propose a new neural network architecture by modeling SDP along with sentence sequence to extract multi-relations from clinical text. Our experimental results show that the proposed approach significantly improve the performances on clinical notes, demonstrating the effectiveness of syntactic structures in deep learning-based relation extraction.
更多查看译文
关键词
Relation extraction - deep learning,Shortest dependency path
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要