Sébastien Fournier

Orcid: 0000-0002-1611-0744

According to our database1, Sébastien Fournier authored at least 68 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Report on the 19th French Conference on Information Retrieval and Applications (CORIA 2024).
SIGIR Forum, June, 2024

LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data.
CoRR, 2024

Linguistic features for sentence difficulty prediction in ABSA.
CoRR, 2024

Caractéristiques linguistiques pour la prédiction de la difficulté des phrases dans l'analyse de sentiment basée sur les aspects.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2024

CLEF 2024 Joker Task 1: Exploring Pun Detection Using The T5 Transformer Model.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), 2024

2023
M2-Mixer: A Multimodal Mixer with Multi-head Loss for Classification from Multimodal Data.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Accurate Context Extraction from Unstructured Text Based on Deep Learning.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2022

DeepREF: A Framework for Optimized Deep Learning-based Relation Classification.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Mixing Static Word Embeddings and RoBERTa for Spatial Role Labeling.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

Context-aware Relation Classification based on Deep Learning.
Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Deep Unordered Composition for Multi-label Classification Applied to Skill Prediction.
Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021
Spatial Role Labeling based on Improved Pre-trained Word Embeddings and Transfer Learning.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

Vers un système de recommandation de profils experts dans l'industrie des procédés.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

2020
DeepNLPF: A Framework for Integrating Third Party NLP Tools.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search.
Proceedings of the ICTIR '20: The 2020 ACM SIGIR International Conference on the Theory of Information Retrieval, 2020

An Unsupervised Approach for Precise Context Identification from Unstructured Text Documents.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

2019
Sentiment Analysis and Sentence Classification in Long Book-Search Queries.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

On the Use of Dependencies in Relation Classification of Text with Deep Learning.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2019

2018
Unsupervised Creation of Normalization Dictionaries for Micro-Blogs in Arabic, French and English.
Computación y Sistemas, 2018

Predicting Contradiction Intensity: Low, Strong or Very Strong?
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Prédire l'intensité de contradiction dans les commentaires : faible, forte ou très forte?
Proceedings of the IC 2018 : 29es Journées francophones d'Ingénierie des Connaissances (Proceedings of the 29th French Knowledge Engineering Conference), 2018

BIBLME RecSys: Harnessing Bibliometric Measures for a Scholarly Paper Recommender System.
Proceedings of the 7th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2018) co-located with the 40th European Conference on Information Retrieval (ECIR 2018), 2018

Contradiction in Reviews: Is it Strong or Low?
Proceedings of the First International Workshop on Analysis of Broad Dynamic Topics over Social Media (BroDyn 2018) co-located with the 40th European Conference on Information Retrieval (ECIR 2018), 2018

Measuring the Centrality of the References in Scientific Papers.
Proceedings of the ACM Symposium on Document Engineering 2018, 2018

2017
LSIS at SemEval-2017 Task 4: Using Adapted Sentiment Similarity Seed Words For English and Arabic Tweet Polarity Classification.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Harnessing Ratings and Aspect-Sentiment to Estimate Contradiction Intensity in Temporal-Related Reviews.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Identification Semi-Automatique de Mots-Germes pour l'Analyse de Sentiments et son Intensité.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Détection de contradiction dans les commentaires.
Proceedings of the COnférence en Recherche d'Informations et Applications, 2017

Finding and Quantifying Temporal-Aware Contradiction in Reviews.
Proceedings of the Information Retrieval Technology, 2017

2016
A Supervised Approach for Detecting Allusive Bibliographical References in Scholarly Publications.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

SegChain: Towards a generic automatic video segmentation framework, based on lexical chains of audio transcriptions.
Proceedings of the 6th International Conference on Web Intelligence, Mining and Semantics, 2016

LSIS at SemEval-2016 Task 7: Using Web Search Engines for English and Arabic Unsupervised Sentiment Intensity Prediction.
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016

Bilbo-Val: Automatic Identification of Bibliographical Zone in Papers.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

SegChainW2V: Towards a Generic Automatic Video Segmentation Framework, Based on Lexical Chains of Audio Transcriptions and Word Embeddings.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Cascade de CRFs et SVM pour la détection de références bibliographiques diffuses dans les articles scientifiques.
Proceedings of the CORIA 2016 - Conférence en Recherche d'Informations et Applications, 2016

Linking Task: Identifying Authors and Book Titles in Verbose Queries.
Proceedings of the Working Notes of CLEF 2016, 2016

SBS 2016 : Combining Query Expansion Result and Books Information Score for Book Recommendation.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Analyse en dépendance et classification de requêtes en langue naturelle, application à la recommandation de livres.
Trait. Autom. des Langues, 2015

Improving Players' Assessment in Crisis Management Serious Games: The SIMFOR Project.
Proceedings of the Information Systems for Crisis Response and Management in Mediterranean Countries, 2015

2014
A MultiAgent Architecture for Collaborative Serious Game applied to Crisis Management Training: Improving Adaptability of Non Player Characters.
EAI Endorsed Trans. Serious Games, 2014

An Effective TF/IDF-Based Text-to-Text Semantic Similarity Measure for Text Classification.
Proceedings of the Web Information Systems Engineering - WISE 2014, 2014

Impact of the nature and size of the training set on performance in the automatic detection of named entities (Impact de la nature et de la taille des corpus d'apprentissage sur les performances dans la détection automatique des entités nommées) [in French].
Proceedings of the Traitement Automatique des Langues Naturelles, 2014

Semantic Enrichments in Text Supervised Classification: Application to Medical Domain.
Proceedings of the Twenty-Seventh International Florida Artificial Intelligence Research Society Conference, 2014

2013
Intelligent Tutoring Systems and Serious Game for Crisis Management: A Multi-agents Integration Architecture.
Proceedings of the 2013 Workshops on Enabling Technologies: Infrastructure for Collaborative Enterprises, 2013

A multi-agent system for learner assessment in serious games: Application to learning processes in crisis management.
Proceedings of the IEEE 7th International Conference on Research Challenges in Information Science, 2013

2012
Extraction adaptative d'information de pages web par règles d'extraction induites par apprentissage.
Rev. d'Intelligence Artif., 2012

The Impact of Conceptualization on Text Classification.
Proceedings of the Web Information Systems Engineering - WISE 2012, 2012

Conceptualization Effects on MEDLINE Documents Classification Using Rocchio Method.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

LSIS at TREC 2012 Medical Track - Experiments With Conceptualization, a DFR Model and a Semantic Measure.
Proceedings of The Twenty-First Text REtrieval Conference, 2012

Towards a Semantic Classifier Committee based on Rocchio.
Proceedings of the STAIRS 2012, 2012

Towards a Supervised Rocchio-based Semantic Classification of Web Pages.
Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011
A Cooperative Agent Based Scheduling Repair Method for Managing Disruptions in Complex Organisations.
Proceedings of the 20th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2011

Toward a methodology for disruption management - Reactive planning and scheduling based on a repair approach.
Proceedings of the IEEE 16th Conference on Emerging Technologies & Factory Automation, 2011

2010
A multiagent Decision Support System for scheduling repair - application to socio-technical organizations.
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

Combining Agents and Wrapper Induction for Information Gathering on Restricted Web Domains.
Proceedings of the Fourth IEEE International Conference on Research Challenges in Information Science, 2010

A Multiagent Scheduling Repair Method for Disruption Management in Complex Socio-technical Organizations.
Proceedings of the Trends in Practical Applications of Agents and Multiagent Systems, 2010

2009
Des agents spatiaux pour l'intégration multi-échelle de modèles de dynamiques spatiales Application à la modélisation et la simulation de la dynamique du risque d'incendie de forêt.
Rev. Int. Géomatique, 2009

Collecte d'information sur domaines restreints du web à base d'agents et d'ontologies. Le système AGATHE.
Rev. d'Intelligence Artif., 2009

AGATHE: An Agent- and Ontology-Based System for Gathering Information about Restricted Web Domains.
Int. J. E Bus. Res., 2009

2008
Agent and ontology based information gathering on restricted web domains with AGATHE.
Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

2007
Un modAle de raisonnement spatial contextuel pour la navigation maritime.
Rev. Int. Géomatique, 2007

GIS Technology for Maritime Traffic Systems.
ERCIM News, 2007

AGATHE: an Agent and Ontology based System for Restricted-Domain Information Gathering on the Web.
Proceedings of the First International Conference on Research Challenges in Information Science, 2007

Maritime GIS: From Monitoring to Simulation Systems.
Proceedings of the Third International Workshop on Information Fusion and Geographical Information Systems, 2007

AGATHE : une architecture générique à base d'agents et d'ontologies pour la collecte d'information sur domaines restreints du Web.
Proceedings of the COnférence en Recherche d'Infomations et Applications, 2007

2005
Intégration de la dimension spatiale au sein d'un modèle multi-agents à base de rôles pour la simulation : Application à la navigation maritime.
PhD thesis, 2005

2002
Un nouveau système flexible et mobile d'aide à la navigation maritime.
Rev. Int. Géomatique, 2002

The Share-Loc Project: a WAP-based maritime location system.
Proceedings of the 3rd International Conference on Web Information Systems Engineering Workshops, 2002


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