Smart Expert System: Large Language Models as Text Classifiers

Z Wang, Y Pang, Y Lin - arXiv preprint arXiv:2405.10523, 2024 - arxiv.org
Text classification is a fundamental task in Natural Language Processing (NLP), and the
advent of Large Language Models (LLMs) has revolutionized the field. This paper …

Enhancing Brain Tumor Classification Using TrAdaBoost and Multi-Classifier Deep Learning Approaches

M Mohammadi, S Jamshidi - arXiv preprint arXiv:2411.00875, 2024 - arxiv.org
Brain tumors pose a serious health threat due to their rapid growth and potential for
metastasis. While medical imaging has advanced significantly, accurately identifying and …

[PDF][PDF] An Aerial Target Recognition Algorithm Based on Self-Attention and LSTM.

F Liang, X Chen, S He, Z Song… - Computers, Materials & …, 2024 - cdn.techscience.cn
In the application of aerial target recognition, on the one hand, the recognition error
produced by the single measurement of the sensor is relatively large due to the impact of …

Application of BERT Model for Unsupervised Text Classification using Hierarchical Clustering for Automatic Classification of Thesis Manuscript

CD Montes, JV Silvosa, CC Abalorio… - 2024 5th International …, 2024 - ieeexplore.ieee.org
Many current studies on natural language processing (NLP) depend on supervised learning,
which needs a lot of labeled data. This is not practical for large classification tasks. This …

Improving Educational Assessments: Question Difficulty Classification with DistilBERT and Explainable AI

A Saxena, A Santhanavijayan - 2024 15th International …, 2024 - ieeexplore.ieee.org
This study addresses the critical need for automated question difficulty classification in
educational settings. By leveraging the DistilBERT model and Explainable AI (XAI) …

The impact of artificial intelligence in the diagnosis and management of acoustic neuroma: A systematic review

H Alsaleh - Technology and Health Care - content.iospress.com
BACKGROUND: Schwann cell sheaths are the source of benign, slowly expanding tumours
known as acoustic neuromas (AN). The diagnostic and treatment approaches for AN must …

[PDF][PDF] Utilizing Named Entity Recognition for Web-Based Resume Scoring

CC Abalorio - researchgate.net
The overwhelming number of job applicants received by companies has made resume
evaluation a time-consuming task for recruiters. Online recruitment platforms have emerged …