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

1 code implementation • 7 Aug 2023 • Nour Eddine Zekaoui, Siham Yousfi, Maryem Rhanoui, Mounia Mikram

Opinion mining, also known as sentiment analysis, is a subfield of natural language processing (NLP) that focuses on identifying and extracting subjective information in textual material.

Emotion Recognition Opinion Mining +3

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

no code implementations • 21 Apr 2023 • Ayoub Harnoune, Maryem Rhanoui, Mounia Mikram, Siham Yousfi, Zineb Elkaimbillah, Bouchra El Asri

Conclusions : In this paper, we propose a novel end-to-end system for the construction of a biomedical knowledge graph from clinical textual using a variation of BERT models.

Clinical Knowledge graph construction +6

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

no code implementations • 13 Apr 2023 • Khaoula Chtouki, Maryem Rhanoui, Mounia Mikram, Kamelia Amazian, Siham Yousfi

The choice of the most effective treatment may eventually be influenced by breast cancer survival prediction.

Survival Prediction

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

no code implementations • 22 Nov 2022 • Hasna Najmi, Mounia Mikram, Maryem Rhanoui, Siham Yousfi

Detecting opportunities and threats from massive text data is a challenging task for most.