Fine-grained entity type classification using GRU with self-attention

K Dhrisya, G Remya, A Mohan - International Journal of Information …, 2020 - Springer
Natural language processing is an application of a computational technique that allows the
machine to process human language. One of the primary tasks of NLP is information …

Fine-grained entity type classification with adaptive context

J Liu, L Wang, M Zhou, J Wang, S Lee - Soft Computing, 2018 - Springer
Natural language processing (NLP) is the technology that enables machine to process
human language. Entity recognition is one of the most basic tasks in NLP. It aims to identify …

Systematic Literature Review on Named Entity Recognition: Approach, Method, and Application

S Rustad, GF Shidik, E Noersasongko - Statistics, Optimization & …, 2024 - iapress.org
Named entity recognition (NER) is one of the preprocessing stages in natural language
processing (NLP), which functions to detect and classify entities in the corpus. NER results …

A Short Review on Deep Learning for Entity Recognition

HT Nguyen, TQ Nguyen - Future Data and Security Engineering: 5th …, 2018 - Springer
Deep learning is a kind of representation learning− a subfield of machine learning. While
most machine learning methods work well thanks to feature engineering, deep learning …