Results 101 to 110 of about 5,471 (199)

An LLM driven framework for email spam detection using DistilBERT embeddings and neural classifiers

Discover Applied Sciences
Email spam detection is still a critical challenge in cybersecurity due to the increasing sophistication of malicious campaigns. Effective filtering is essential to protect users from phishing, fraud, and privacy violations.
G. Pradeep Reddy, Rishona Dsouza, Ramyashree, S. Raghavendra, P. S. Venugopala   +4 more
doaj   +1 more source

INTENT RECOGNITION USING DISTILBERT AND LANGUAGE MODELS

Intent classification in Natural Language Processing involves identifying the intention of the user based on their input/interaction with an interface. This can be in a natural usage setting (voice assistants) or an interaction between users, customer service personnel, or agents (in a large organization). This paper aims to study the problem of intent
openaire   +2 more sources

Fine-tuning DistilBERT for new classification

This thesis presents a study on the development and optimization of a natural language processing (NLP) model for the automatic classification of news according to their thematic categories (politics, sports, entertainment, etc.). The work focuses on the application and evaluation of machine learning techniques based on artificial neural networks, with
openaire   +1 more source

AI-Assisted Rapid Quality Analysis in Implementation Science: Methodological Study. [PDF]

JMIR AI
Adegbemijo A, Maw AM, Trinkley KE, A Varghese A, Tulk Jesso S.   +4 more
europepmc   +1 more source

Online News Sentiment Classification Using DistilBERT

Journal of Quantum Computing, 2022
Samuel Kofi Akpatsa, Hang Lei, Xiaoyu Li, Victor-Hillary Kofi Setornyo Obeng, Ezekiel Mensah Martey, Prince Clement Addo, Duncan Dodzi Fiawoo   +6 more
openaire   +1 more source

Transformer-based classification and interpretability of NR3C1 expression patterns in OSCC: Metabolic adaptation insights. [PDF]

J Oral Biol Craniofac Res
Yuwanati M, Yadalam PK, Mullainathan S.
europepmc   +1 more source

A hybrid stacked ensemble learning framework for multilabel text emotion detection. [PDF]

Sci Rep
Adamu H, Azmi Murad MA, Nasharuddin NA.
europepmc   +1 more source

Efficient detection of AI-generated scientific abstracts with a lightweight transformer. [PDF]

Sci Rep
Zhang C, Zhou W.
europepmc   +1 more source

Identifying Patient Sentiment in Atopic Dermatitis Treatment: Large Language Model Approach. [PDF]

JMIR Form Res
Cummins JA, Yu J.
europepmc   +1 more source

Federated learning-powered real-time behavioral intrusion detection leveraging LSTM, attention, GANs, and large language models. [PDF]

Sci Rep
AlHayan A, Al-Muhtadi J.
europepmc   +1 more source