Siham Yousfi

According to our database, Siham Yousfi authored at least 13 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text.

Nour Eddine Zekaoui, Maryem Rhanoui, Siham Yousfi, Mounia Mikram

Comput. Biol. Medicine, 2025

2024

BioMed-LLaMa-3: Instruction-Efficient Fine-Tuning of Large Language Models for Improved Biomedical Language Understanding.

Nour Eddine Zekaoui, Mounia Mikram, Maryem Rhanoui, Siham Yousfi

Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2024

2023

Analysis of the Evolution of Advanced Transformer-Based Language Models: Experiments on Opinion Mining.

Nour Eddine Zekaoui, Siham Yousfi, Maryem Rhanoui, Mounia Mikram

CoRR, 2023

BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis.

Ayoub Harnoune, Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Zineb Elkaimbillah, Bouchra El Asri

CoRR, 2023

Supervised Machine Learning for Breast Cancer Risk Factors Analysis and Survival Prediction.

Khaoula Chtouki, Maryem Rhanoui, Mounia Mikram, Kamelia Amazian, Siham Yousfi

CoRR, 2023

Enhancing Large Language Models' Utility for Medical Question-Answering: A Patient Health Question Summarization Approach.

Nour Eddine Zekaoui, Siham Yousfi, Mounia Mikram, Maryem Rhanoui

Proceedings of the 14th International Conference on Intelligent Systems: Theories and Applications, 2023

2022

Smart big data framework for insight discovery.

Siham Yousfi, Dalila Chiadmi, Maryem Rhanoui

J. King Saud Univ. Comput. Inf. Sci., November, 2022

A hybrid recommender system for patron driven library acquisition and weeding.

Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Ayoub Kasmi, Naoufel Zoubeidi

J. King Saud Univ. Comput. Inf. Sci., 2022

Smart Agriculture : A Novel Multilevel Approach for Agricultural Risk Assessment over Unstructured Data.

Hasna Najmi, Mounia Mikram, Maryem Rhanoui, Siham Yousfi

CoRR, 2022

2021

Comparative Study of CNN and LSTM for Opinion Mining in Long Text.

Siham Yousfi, Maryem Rhanoui, Mounia Mikram

J. Autom. Mob. Robotics Intell. Syst., 2021

Unit Load Devices (ULD) Demand Forecasting in the Air Cargo for Optimal Cost Management.

Mounia Mikram, Maryem Rhanoui, Siham Yousfi, Houda Briwa

J. Autom. Mob. Robotics Intell. Syst., 2021

Towards a Generic Multimodal Architecture for Batch and Streaming Big Data Integration.

Siham Yousfi, Maryem Rhanoui, Dalila Chiadmi

CoRR, 2021

2019

A CNN-BiLSTM Model for Document-Level Sentiment Analysis.

Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Soukaina Barzali

Mach. Learn. Knowl. Extr., 2019