DG-based SPO tuple recognition using self-attention M-Bi-LSTM

This study proposes a dependency grammar-based self-attention multilayered bidirectional long short-term memory (DG-M-Bi-LSTM) model for subject?predicate?object (SPO) tuple recognition from natural language (NL) sentences. To add recent knowledge to the knowledge base autonomously, it is essential...

Full description

Bibliographic Details
Main Author: Joon-young Jung
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2022-06-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2020-0460