Bernard Espinasse

Bernard Espinasse

Aix-Marseille Université

H-index: 16

Europe-France

About Bernard Espinasse

Bernard Espinasse, With an exceptional h-index of 16 and a recent h-index of 10 (since 2020), a distinguished researcher at Aix-Marseille Université, specializes in the field of systèmes d'information, Intelligence artificielle.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

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

Mixing Static Word Embeddings and RoBERTa for Spatial Role Labeling

Accurate Context Extraction from Unstructured Text Based on Deep Learning

Context-aware Relation Classification based on Deep Learning

GRASS: A SYNTACTIC TEXT SIMPLIFICATION SYSTEM BASED ON SEMANTIC REPRESENTATIONS

Deep unordered composition for multi-label classification applied to skill prediction

DeepREF: A Framework for Optimized Deep Learning-based Relation Classification

Bernard Espinasse Information

University

Position

- LSIS UMR CNRS

Citations(all)

1486

Citations(since 2020)

389

Cited By

1176

hIndex(all)

16

hIndex(since 2020)

10

i10Index(all)

43

i10Index(since 2020)

10

Email

University Profile Page

Aix-Marseille Université

Google Scholar

View Google Scholar Profile

Bernard Espinasse Skills & Research Interests

systèmes d'information

Intelligence artificielle

Top articles of Bernard Espinasse

Title

Journal

Author(s)

Publication Date

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

Journal of Ambient Intelligence and Humanized Computing

Salima Lamsiyah

Abdelkader El Mahdaouy

Said Ouatik El Alaoui

Bernard Espinasse

2023/3/1

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

Journal of Information Science

Salima Lamsiyah

Abdelkader El Mahdaouy

Saïd El Alaoui Ouatik

Bernard Espinasse

2023/2

Mixing Static Word Embeddings and RoBERTa for Spatial Role Labeling

Procedia Computer Science

Alaeddine Moussa

Sebastien Fournier

Khaoula Mahmoudi

Bernard Espinasse

Sami Faiz

2022/1/1

Accurate Context Extraction from Unstructured Text Based on Deep Learning

Maha Mallek

Ramzi Guetari

Sébastien Fournier

Wided Lejouad Chaari

Bernard Espinasse

2022/11/17

Context-aware Relation Classification based on Deep Learning

Maha Mallek

Ramzi Guetari

Sébastien Fournier

Wided Lejouad Chaari

Bernard Espinasse

2022/10/31

GRASS: A SYNTACTIC TEXT SIMPLIFICATION SYSTEM BASED ON SEMANTIC REPRESENTATIONS

Rita Hijazi

Bernard Espinasse

Núria Gala

2022/9/17

Deep unordered composition for multi-label classification applied to skill prediction

Yann Duperis

Adrian-Gabriel Chifu

Bernard Espinasse

Sébastien Fournier

Arthur Kuehn

2022/7/4

DeepREF: A Framework for Optimized Deep Learning-based Relation Classification

Igor Nascimento

Rinaldo Lima

Adrian-Gabriel Chifu

Bernard Espinasse

Sébastien Fournier

2022/6

Spatial role labeling based on improved pre-trained word embeddings and transfer learning

Procedia Computer Science

Alaeddine Moussa

Sébastien Fournier

Khaoula Mahmoudi

Bernard Espinasse

Sami Faiz

2021/1/1

On the Use of Deep Learning for Geodata Enrichments

Alaeddine Moussa

Sébastien Fournier

Bernard Espinasse

2021

Spatial role labeling system capturing both characters and word information using bilstm and crf

Modeling Decisions for Artificial Intelligence

Alaeddine Moussa

Sébastien Fournier

Khaoula Mahmoudi

Bernard Espinasse

Sami Faiz

2021/9/27

Improving learners’ assessment and evaluation in crisis management serious games: An emotion-based educational data mining approach

Entertainment Computing

Ibtissem Daoudi

Raoudha Chebil

Erwan Tranvouez

Wided Lejouad Chaari

Bernard Espinasse

2021/5/1

Vers un système de recommandation de profils experts dans l'industrie des procédés

Yann Duperis

Adrian-Gabriel Chifu

Bernard Espinasse

Sébastien Fournier

Arthur Kuehn

2021/4/15

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

Expert Systems with Applications

Salima Lamsiyah

Abdelkader El Mahdaouy

Bernard Espinasse

Saïd El Alaoui Ouatik

2021/4/1

An EDM-based multimodal method for assessing learners' affective states in collaborative crisis management serious games

Ibtissem Daoudi

Erwan Tranvouez

Raoudha Chebil

Bernard Espinasse

Wided Chaari

2020

A supervised method for extractive single document summarization based on sentence embeddings and neural networks

Salima Lamsiyah

Abdelkader El Mahdaouy

Said Ouatik El Alaoui

Bernard Espinasse

2020

Fake news classification and topic modeling in Brazilian Portuguese

Maik Paixão

Rinaldo Lima

Bernard Espinasse

2020/12/14

An Unsupervised Approach for Precise Context Identification from Unstructured Text Documents

Maha Mallek

Sébastien Fournier

Ramzi Guetari

Bernard Espinasse

Wided Lejouad Chaari

2020/11/9

DeepNLPF: A Framework for Integrating Third Party NLP Tools

Francisco Rodrigues

Rinaldo Lima

William Domingues

Robson Fidalgo

Adrian Chifu

...

2020/5

Vers la prise en compte de l’émotion de l’apprenant dans l’adaptation des jeux sérieux

Ibtissem Daoudi

Erwan Tranvouez

Raoudha Chebil

Bernard Espinasse

Wided Lejouad-Chaari

2020

See List of Professors in Bernard Espinasse University(Aix-Marseille Université)