Concepedia

Salima Lamsiyah

SL

3

Publications

110

Citations

3

H-Index

2020

Active since

Affiliations

Aix-Marseille Université(Current)

Université Ibn-Tofail

Université de Toulon

Laboratoire d’Informatique et Systèmes

Centre National de la Recherche Scientifique

Salima Lamsiyah is an author at Aix-Marseille Université specializing in computational linguistics, natural language processing, and text mining.

Top concepts

EngineeringText MiningComputational LinguisticsNatural Language ProcessingText SummarizationMachine TranslationDeep LearningMachine LearningTransfer LearningPre-trained Models

Publications per year

2020–2021

3

Publications

3

Unsupervised extractive multi-document summarization method based on transfer learning from BERT multi-task fine-tuning

Salima Lamsiyah, Abdelkader El Mahdaouy, Saïd Ouatik El Alaoui et al. · Journal of Information Science · 2021 · 48 citations

Llm Fine-tuning, Engineering, Machine Learning +17

An unsupervised method for extractive multi-document summarization based on centroid approach and sentence embeddings

Salima Lamsiyah, Abdelkader El Mahdaouy, Bernard Espinasse et al. · Expert Systems with Applications · 2020 · 45 citations

Natural Language Processing, Abstract Analysis, Engineering +8

Unsupervised query-focused multi-document summarization based on transfer learning from sentence embedding models, BM25 model, and maximal marginal relevance criterion

Salima Lamsiyah, Abdelkader El Mahdaouy, Saïd Ouatik El Alaoui et al. · Journal of Ambient Intelligence and Humanized Computing · 2021 · 17 citations

Natural Language Processing, Retrieval Augmented Generation, Engineering +10

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