Author

Souham Meshoul

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Open access Aug 2026

AraCTI-NER: A Dataset and Benchmark for Arabic Cyber Threat Intelligence Named Entity Recognition

A AraCTI-NER is introduced, a dataset of 10,312 token-level annotated samples over eight STIX-inspired entity types built by an LLM-assisted pipeline seeded with authentic Arabic cybersecurity articles, structurally validated and rebalanced through targeted generation.

Joud Alghamdi, Souham Meshoul · Electronics · 0 citations

Open access Jul 2026

Leveraging Code Language Models for Code Smells Detection

This study investigates multiple experimental configurations based on CodeBERT, GraphCodeBERT, and CodeT5, including direct transformer-based classification, sliding window processing for long code sequences, and hybrid approaches combining transformer embeddings with classical machine learning classifiers.

Soumia Zellagui, Abderrezak Kenniche, Samiha Fadloun et al. · Applied Sciences · 0 citations