SCREENER: Streamlined collaborative learning of NER and RE model for discovering gene-disease relations

M Park, CU Jeong, YS Baik, DG Lee, JU Park, HJ Koo… - Plos one, 2023 - journals.plos.org
Finding relations between genes and diseases is essential in developing a clinical
diagnosis, treatment, and drug design for diseases. One successful approach for mining the …

A Concise Relation Extraction Method Based on the Fusion of Sequential and Structural Features Using ERNIE

Y Wang, Y Wang, Z Peng, F Zhang, F Yang - Mathematics, 2023 - mdpi.com
Relation extraction, a fundamental task in natural language processing, aims to extract entity
triples from unstructured data. These triples can then be used to build a knowledge graph …

Prediction Of User Ratings For Drug Side Effects Using Deep Neural Network With Contextual Co-occurrence Based Word-Embedding Vector

SH Ram, V Latha, V Gomathi - 2023 13th International …, 2023 - ieeexplore.ieee.org
In today's medical landscape, the significance of prescription for drugs in addressing various
medical conditions cannot be overstated. However, due consideration must be given to …

[HTML][HTML] Research Result. Theoretical and Applied Linguistics

AG Sboev, AV Gryaznov, RB Rybka, MS Skorokhodov… - rrlinguistics.ru
The development of high performance human-machine interface systems for controlling
robotic platforms by natural language is a relevant task in interdisciplinary field «Human …