Search Results for author: Siham Yousfi

Found 5 papers, 1 papers with code

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

1 code implementation7 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 implementations21 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

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

no code implementations9 Aug 2021 Siham Yousfi, Maryem Rhanoui, Dalila Chiadmi

Therefore, inspired by the lambda architecture, we propose in this paper a generic multimodal architecture that combines both batch and streaming processing in order to build a complete, global and accurate insight in near-real-time based on the knowledge extracted from multiple heterogeneous Big Data sources.

Data Integration Management

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