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Nathalie Aussenac-Gilles

Nathalie Aussenac-Gilles - DR2 CNRS à l'IRIT, UMR 5505 , Toulouse, France
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  • 419558
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  • http://www.irit.fr/~Nathalie.Aussenac-Gilles/

Présentation

Nathalie Aussenac-Gilles is a CNRS senior researcher at IRIT, the laboratory in Computer Science of Université Paul Sabatier in Toulouse, since 1991. She is currently co-heading the AI department at IRIT (<https://www.irit.fr/departement/intelligence-artificielle/>) together with P. Zaraté. Before, she headed the MELODI group ([http://www.irit.fr/-Equipe-MELODI- ](http://www.irit.fr/-Equipe-MELODI-)) jointly with P. Muller from 2011 to 2020 and from 2010 to 2019, she coordinated activities at IRIT related to Big Data, AI and Data processing. Her research deals with knowledge engineering (KE) and semantic web technologies, methods and models for ontology engineering and population from human expertise, text and more recently from data. She contributes to information extraction from text, in particular relation extraction, and ontology-based integration of heterogeneous geospatial data. Her work is influenced by long term cross-disciplinary collaborations with linguists and researchers in human factors. She designed methods and platforms for ontology engineering and evolution, tools for semantic relation and concept extraction from text, as well as on knowledge representation to include lexical data. She has been task manager in various French ANR and FUI projects with applications in areas as diverse as archaeology, car diagnosis, cartography, Earth observation or scholar paper analysis. She is an expert for the French ANR program, and was membre of the CNRS recruitment and evaluation committee from 2008 to 2012 and from 2016 to 2021. She chaired the GRACQ (1988-2005), a French working group in KE, and later the TIA SIG (2005-2010) in NLP, KE and terminology. She was involved in the organization or chairing of conferences (EKAW, ESWC, TIA, IC, …) and she belongs to the editorial boards of scientific journals (formerly RevueI3 and IJHCS, currently Applied Ontology). She supervised 18 PhD. theses and published more than 90 papers in Journals, conferences and workshops related to semantic web and knowledge engineering. Contact: nathalie.aussenac-gilles@irit.fr. [https://www.irit.fr/~Nathalie.Aussenac-Gilles/](https://www.irit.fr/~Nathalie.Aussenac-Gilles/ "Page web de Nathalie Aussenac-Gilles") Portail HAL de MELODI : https://hal.archives-ouvertes.fr/IRIT-MELODI

Publications

1072737
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How's Business Going Worldwide ? A Multilingual Annotated Corpus for Business Relation Extraction

Hadjer Khaldi , Farah Benamara , Grégoire Siegel , Camille Pradel , Nathalie Aussenac-Gilles
13th Conference on Language Resources and Evaluation (LREC 2022), Jun 2022, Marseille, France. pp.3696-3705
Communication dans un congrès hal-03762764v1

A Closer Look to Your Business Network: Multitask Relation Extraction from Economic and Financial French Content

Hadjer Khaldi , Farah Benamara , Camille Pradel , Nathalie Aussenac-Gilles
Workshop on Knowledge Discovery from Unstructured Data in Financial Services (KDF @ AAAI 2022), AAAI: Association for the Advancement of Artificial Intelligence, Mar 2022, Vancouver, Canada
Communication dans un congrès hal-03730345v1
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How Can a Teacher Make Learning From Sparse Data Softer? Application to Business Relation Extraction

Farah Benamara , Hadjer Khaldi , Camille Pradel , Nathalie Aussenac-Gilles
4th Workshop on Financial Technology and Natural Language Processing (FinNLP @ IJCAI 2022), Jul 2022, Vienna, Austria. pp.22-28
Communication dans un congrès hal-03730414v1
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Multilevel Entity-Informed Business Relation Extraction

Hadjer Khaldi , Farah Benamara , Amine Abdaoui , Nathalie Aussenac-Gilles , Eunbee Kang
26th International Conference on Applications of Natural Language to Information Systems (NLDB 2021), Jun 2021, Saarbrücken (on line), Germany. pp.105-118, ⟨10.1007/978-3-030-80599-9_10⟩
Communication dans un congrès hal-03329307v1
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Classification de relations pour l'intelligence économique et concurrentielle

Hadjer Khaldi , Amine Abdaoui , Farah Benamara , Grégoire Sigel , Nathalie Aussenac-Gilles
27ème Conférence sur le Traitement Automatique des Langues Naturelles (TALN 2020), ATALA (Association pour le Traitement Automatique des Langues), Jun 2020, Nancy, France. pp.27-39
Communication dans un congrès hal-02784753v3