GitHub

DistilBERT IMDB Fine-Tuning

This project demonstrates the fine-tuning of a transformer-based language model for sentiment classification. The work began as an exploratory notebook following instructional material and was later ...
IEEE

DB-CBIL: A DistilBert-Based Transformer Hybrid Model Using CNN and BiLSTM for Software Vulnerability Detection

Abstract: Software vulnerabilities are among the significant causes of security breaches. Vulnerabilities can severely compromise software security if exploited by malicious attacks and may result in ...
IEEE

DistilBERT Meets Diagnosis: Multi-Class Disease Classification from Noisy Medical Transcriptions

Abstract: Medical transcriptions, a rich yet underutilized source of clinical information, offer significant potential for supporting computer-aided diagnosis. However, this data is often unstructured ...
Scientific Research Publishing

NAT-MTT: Noise-Aware Multi-Task Transformers for Cross-Domain Aspect-Based Sentiment Analysis ()

1 Department of Data Science, AL-Istiqlal University, Jericho, Palestine. 2 Department of Cybersecurity, AL-Istiqlal University, Jericho, Palestine. This paper proposes a noise-aware multi-task ...