Child-Sum (N2E2N)Tree-LSTMs: An interactive Child-Sum Tree-LSTMs to extract biomedical event

Child-Sum (N2E2N)Tree-LSTMs: An interactive Child-Sum Tree-LSTMs to extract biomedical event

LSTM has been presented to overcome the problem of the gradient vanishing and explosion. Tree-LSTM could improve the parallel speed of LSTM, and incorporate relevant information from dependency or syntax trees. Tree-LSTM can update gate and memory vectors from the multiple sub-units. Learning edge f...

Full description

Bibliographic Details
Main Authors: Lei Wang, Han Cao, Liu Yuan
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Systems and Soft Computing
Subjects:
Tree-LSTM
Edge
Dependency
Interaction
Online Access:http://www.sciencedirect.com/science/article/pii/S2772941924000048

Internet

http://www.sciencedirect.com/science/article/pii/S2772941924000048

Similar Items