Head : Gilles HUBERT
The IRIS team conducts research activities to define Information Retrieval (IR) models that address multiple issues. The team is particularly interested in complex information retrieval where it is necessary to consider different elements depending on the context in which the search is conducted (i.e., contextual IR).
The IRIS team is also working on the development of value-added information. In particular, it defines models for building information that meets a given need by aggregating relevant information nuggets from different heterogeneous sources, such as the Web or scientific publications. The representation of data in the form of networks, often dynamic, appears natural in many cases: social networks, word networks, social networks, the Web. It is in this context that the IRIS team is interested in the mining of dynamic graphs to better understand or predict the relationships between entities.
The IRIS team also conducts research in bibliometrics and more generally in scientometrics.
This research is multidisciplinary and conducted in collaboration with researchers from disciplines such as sociology, psychology, pharmacology or biology. The IT issues to which the team responds are thus enriched by issues from multiple disciplines, thus opening up new lines of research.
The work of the IRIS team is naturally in line with current issues related to Data Science.
skills
Members team
- Mohand BOUGHANEMProfessor – UT3
- Guillaume CABANACAssociate Professor (HDR) – UT3
- Taoufiq DKAKIAssociate Professor – UT2
- Gilles HUBERTAssociate Professor (HDR) – UT3
- José MORENOAssociate Professor – UT3
- Karen PINEL-SAUVAGNATAssociate Professor (HDR) – UT3
- Lynda TAMINE-LECHANIProfessor – UT3
- Maxime ARENSPhD Student – UT3
- Nihed BENDAHMANPhD Student – UT3
- Alexandre CLAUSSEAssistant Ingénieur – UT3
- Eya HAMMAMIPhD Student – UT3
- Nazish HINAPhD Student – UT3
- Ferdinand LE COZPhD Student – UT3
- Mael LESAVOUREYPhD Student – UT3
- Jesus LOVON MELGAREJOPhD Student – UT3
- Smail OUSSAIDENEIntern M2 – UT3
- Nishchal PRASADPhD Student – UT3
- Raphaël SOURTYPhD Student – UT3
- Wendeline SWARTIntern M1 – UT3
- Lila BOUALILIYoung doctor IRIT – UT3
- Tahar-Rafik BOUDIBAYoung doctor IRIT – UT3
- Solweig HENNECHARTAssociate PhD Student – UT3
- Laurent JÉGOUAssociate teacher-researcher – UT2
- Marion MAISONOBEGuest Researcher – CNRS
- Yoann PITARCHAssociate teacher-researcher – Sim&Cure
- Tristan SALORDAssociate PhD Student – Toulouse INP
publications team
James Hartley, Guillaume Cabanac
Are two authors better than one? Can writing in pairs affect the readability of academic blogs?
In : Scientometrics, Springer, Vol. 109 N. 3, pp. 2119-2122, December 2016.
Abstract URL : http://doi.org/10.1007/s11192-016-2116-x – https://www.irit.fr/publis/IRIS/2016_Scientometrics_HC.pdf – https://oatao.univ-toulouse.fr/17171/
BibTeXLaure Soulier, Lynda Tamine, Chirag Shah
MineRank: Leveraging Users’ latent roles for Unsupervised Collaborative Information Retrieval
In : Information Processing & Management, Elsevier, Vol. 52 N. 6, pp. 1122-1141, November 2016.
URL : https://www.irit.fr/publis/IRIS/2016_IPM_STS.pdf – http://www.sciencedirect.com/science/article/pii/S0306457316301145 – https://oatao.univ-toulouse.fr/18772/
BibTeXBilel Moulahi, Lynda Tamine, Sadok Ben Yahia
When Time Meets Information Retrieval, Past Proposals, Current Plans, and Future Trends
In : Journal of Information Science, SAGE Publications, Vol. 42 N. 6, pp. 725-747, December 2016.
URL : http://www.irit.fr/publis/IRIS/JIS2016_MTB.pdf – https://oatao.univ-toulouse.fr/16854/
BibTeXBibliogifts at LibGen? A study of a text-sharing platform driven by biblioleaks and crowdsourcing
In : Journal of the Association for Information Science and Technology (JASIST), Wiley, Vol. 67 N. 4, pp. 874-884, April 2016.
Abstract URL : http://doi.org/10.1002/asi.23445 – http://www.irit.fr/publis/SIG/2015_JASIST_C.pdf – https://oatao.univ-toulouse.fr/16836/
BibTeXLynda Said L’Hadj, Mohand Boughanem, Karima Amrouche
Enhancing Information Retrieval Through Concept-Based Language Modeling and Semantic Smoothing
In : Journal of the Association for Information Science and Technology (JASIST), Wiley, Vol. 67 N. 12, pp. 2909-2927, December 2016.
Rafik Abbes, Karen Pinel-Sauvagnat, Nathalie Hernandez, Mohand Boughanem
When temporal expressions help to detect vital documents related to an entity
In : Applied Computing Review, ACM SIGAPP, USA, Vol. 15 N. 3, pp. 49-58, September 2015.
URL : http://dl.acm.org/citation.cfm?id=2835263 – https://oatao.univ-toulouse.fr/15062/
BibTeXMehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet
What effects topological changes in dynamic graphs? Elucidating relationships between vertex attributes and the graph structure
In : Social Network Analysis and Mining, Springer, Vol. 55, pp. 1-17, 2015.
Abstract URL : https://hal.archives-ouvertes.fr/hal-01221698 – https://oatao.univ-toulouse.fr/22021/
BibTeXLynda Tamine, Cecile Chouquet, Thomas Palmer
Analysis of biomedical and health queries: Lessons learned from TREC and CLEF evaluation benchmarks
In : Journal of the Association for Information Science and Technology (JASIST), Wiley, Vol. 66 N. 12, pp. 2626-2642, December 2015.
URL : http://www.irit.fr/publis/SIG/Jasist2013_REV_Final.pdf – https://oatao.univ-toulouse.fr/16825/
BibTeX
Nathalie Aussenac-Gilles, Nathalie Souf, Lynda Tamine
Introduction
Revue des Sciences et Technologies de l’Information – Série TSI : Technique et Science Informatiques, 2018, Information médicale : représentation et traitement, 37 (1-6), pp.7-9. ⟨10.3166/tsi37-0006⟩
Thomas Palmer, Gilles Hubert, Karen Pinel-Sauvagnat
Retweeter ou ne pas retweeter
Document numérique – Revue des sciences et technologies de l’information. Série Document numérique, 2018, 21 (3), pp.81-103. ⟨10.3166/DN.21.3.81-103⟩
Cécile Favre, Chloé Artaud, Clément Duffau, Ophélie Fraisier, Roland Kotto-Kombi
Forum Jeunes Chercheurs à Inforsid 2016
Revue des Sciences et Technologies de l’Information – Série ISI : Ingénierie des Systèmes d’Information, 2017, 22 (2), pp.121-147
Bilel Moulahi, Lynda Tamine, Sadok Ben Yahia
Estimation de la pertinence multidimensionnelle en recherche d’information : évaluation de l’application d’un opérateur flou d’agrégation
In : Document numérique, Hermès, Vol. 19, N. 1, pp. 59-82, 2016.
URL : https://www.irit.fr/publis/IRIS/RevueDN2016_MTB.pdf – https://oatao.univ-toulouse.fr/16890/
BibTeXVers l’intégration des méta-rôles pour la recherche d’information collaborative
In : Document numérique, Hermès, Special issue Nouvelles approches en recherche d’information, Vol. 18, N. 2, pp. 9-38, December 2015.
URL : http://www.irit.fr/publis/SIG/DocumentNumerique_SoulierTamine.pdf – https://oatao.univ-toulouse.fr/15464/
BibTeX
Jesus Lovon, José G. Moreno, Romaric Besançon, Olivier Ferret, Lynda Tamine
Can we guide a multi-hop reasoning language model to incrementally learn at each single-hop?
29th International Conference on Computational Linguistics (COLING 2022), Oct 2022, Gyeongju, South Korea. pp.1455-1466
Prince Jha, Gaël Dias, Alexis Lechervy, José G. Moreno, Anubhav Jangra, Sebastião Pais, Sriparna Saha
Combining Vision and Language Representations for Patch-based Identification of Lexico-Semantic Relations
30th ACM International Conference on Multimedia (ACM MM 2022), Oct 2022, Lisbonne, Portugal
Anna Abalkina, Guillaume Cabanac, Cyril Labbé, Alexander Magazinov
Improper legitimization of hijacked journals through citations
9th International Congress on Peer Review and Scientific Publication, JAMA Network, Sep 2022, Chicago, United States. ⟨10.48550/arXiv.2209.04703⟩
Raphael Sourty, Jose G Moreno, Lynda Tamine, François-Paul Servant
CHERCHE: A New Tool to Rapidly Implement Pipelines in Information Retrieval
45th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2022), ACM SIGIR: Special Interest Group in Information Retrieval, Jul 2022, Madrid, Spain. pp.3283-3288, ⟨10.1145/3477495.3531695⟩
Vishal Singh Roha, Naveen Saini, Sriparna Saha, Jose G Moreno
Unsupervised framework for comment-based multi-document extractive summarization
Genetic and Evolutionary Computation Conference (GECCO 2022), ACM SIGEVO: Special Interest Group on Genetic and Evolutionary Computation, Jul 2022, Boston, Massachusetts (hybrid mode), United States. pp.574-582, ⟨10.1145/3512290.3528691⟩
Paul Lerner, Olivier Ferret, Camille Guinaudeau, Hervé Le Borgne, Romaric Besançon, José G. Moreno, Jesús Lovón Melgarejo
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities
SIGIR ’22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Jul 2022, Madrid, Spain. ⟨10.1145/3477495.3531753⟩
Accès: https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618
Hanane Djeddal, Thomas Gerald, Laure Soulier, Karen Pinel-Sauvagnat, Lynda Tamine
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs -Abstract
CIRCLE’22: Conference of the Information Retrieval Communities in Europe, Jul 2022, Samatan, France
Diego Ortiz, José G. Moreno, Gilles Hubert, Karen Pinel-Sauvagnat, Lynda Tamine
Exploring the Value of Multi-View Learning for Session-Aware Query Representation
Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022), ACL : Association for Computational Linguistics, Jun 2022, Seattle + Online, United States. pp.304-315, ⟨10.18653/v1/2022.findings-naacl.23⟩
Guillaume Cabanac, Cyril Labbé, Alexander Magazinov
The ‘Problematic Paper Screener’ automatically selects suspect publications for post-publication (re)assessment
7th World Conference on Research Integrity (WCRI 2022), May 2022, Cape Town, South Africa. ⟨10.48550/arXiv.2210.04895⟩
Ingo Frommholz, Philipp Mayr, Guillaume Cabanac, Suzan Verberne
Bibliometric-enhanced Information Retrieval
44th European Conference on Information Retrieval (ECIR 2022), Apr 2022, Stavanger, Norway. pp.561-565, ⟨10.1007/978-3-030-99739-7_70⟩
Deep learning for information retrieval : studying relevant signals for ad hoc search based on transformer models
Library and information sciences. Université Paul Sabatier – Toulouse III, 2022. English. ⟨NNT : 2022TOU30188⟩
Modelling patterns of search behaviours from user interactions
Information Retrieval [cs.IR]. Université Paul Sabatier – Toulouse III, 2021. English. ⟨NNT : 2021TOU30196⟩
Modèles neuronaux pour la représentation et l’appariement d’objets géotextuels
Interface homme-machine [cs.HC]. Université Paul Sabatier – Toulouse III, 2020. Français. ⟨NNT : 2020TOU30042⟩
Neural models for information retrieval : towards asymmetry sensitive approaches based on attention models
Information Retrieval [cs.IR]. Université Paul Sabatier – Toulouse III, 2019. English. ⟨NNT : 2019TOU30167⟩
Modèles neuronaux pour la recherche d’information : approches dirigées par les ressources sémantiques
Informatique et langage [cs.CL]. Université Paul Sabatier – Toulouse III, 2018. Français. ⟨NNT : 2018TOU30233⟩
Détection des points de vue sur les médias sociaux numériques
Informatique [cs]. Université Paul Sabatier – Toulouse III, 2018. Français. ⟨NNT : 2018TOU30200⟩
Event summarization on social media stream : retrospective and prospective tweet summarization
Information Retrieval [cs.IR]. Université Paul Sabatier – Toulouse III, 2018. English. ⟨NNT : 2018TOU30118⟩
De la recherche de granules documentaires à l’agrégation d’information
Recherche d’information [cs.IR]. Université Paul Sabatier (Toulouse 3), 2018
Modélisation d’expertise scientifique pour la constitution de comités de programme
Recherche d’information [cs.IR]. Université Paul Sabatier – Toulouse III, 2017. Français. ⟨NNT : 2017TOU30233⟩
Modèles thématiques pour la découverte non supervisée de points de vue sur le Web
Web. Université Paul Sabatier – Toulouse III, 2017. Français. ⟨NNT : 2017TOU30167⟩
Decontamination of the scientific literature
Institut Universitaire de France. 2022
Jennifer Byrne, Yasunori Park, Amanda Capes-Davis, Bertrand Favier, Guillaume Cabanac, Cyril Labbé
Seek & Blastn Standard Operating Procedure
[Technical Report] Seek&Blastn Team. 2021
Pascal Marchand, Brigitte Sebbah, Julie Renard, Guillaume Cabanac, Laurent Thiong-Kay, Natacha Souillard, Lucie Loubère
« Vrai débat » : sortir du débat pour négocier
[Rapport de recherche] Université de Toulouse. 2019
Information Retrieval Evaluation Campaigns
Research report, IRIT/RR–2016–04–FR, IRIT, February 2016.
Abstract URL : https://www.irit.fr/publis/IRIS/2016_R_F.pdf
BibTeXArlind Kopliku, Karen Pinel Sauvagnat, Mohand Boughanem
Tailoring aggregated search per class of query
Research report, IRIT/RT–2015–04–FR, IRIT, December 2015.
Abstract URL : http://www.irit.fr/intranet/ajaxplorer/data/public/8ad95141b173576043c0eb4cd58aa9ea.php?lang=en
BibTeX
Collaborative Information Retrieval: Concepts, Models and Evaluation, ECIR
Tutoriel. March 2016.
Collaborative Information Retrieval: Frameworks, Theoretical Models and Emerging Topics, ICTIR 2016
Tutoriel. September 2016.
URL : https://hal-univ-tlse2.archives-ouvertes.fr/hal-01296314v1
BibTeXGuillaume Cabanac, Muthu Kumar Chandrasekaran, Ingo Frommholz, Kokil Jaidka, Min-Yen Kan, Philipp Mayr, Dietmar Wolfram
Report on the Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2016)
Diffusion scientifique. December 2016. SIGIR Forum, vol. 50, n°2, p. 36-43
Abstract URL : http://sigir.org/wp-content/uploads/2017/01/p036.pdf – http://doi.org/10.1145/3053408.3053417 – http://www.irit.fr/publis/IRIS/2016_SIGIRForum_CCFJKMW.pdf
BibTeXLaure Soulier, Lynda Tamine, Tetsuya Sakai, Leif Azzopardi, Jeremy Pickens
Report on the First International Workshop on the Evaluation on Collaborative Information Seeking and Retrieval (ECol’2015)
Diffusion scientifique. June 2016.
URL : http://sigir.org/files/forum/2016J/p042.pdf – https://www.irit.fr/publis/IRIS/2016_SIGIRFORUM_STSAP.pdf
BibTeXÉmergence de l’open access « gris » : LibGen et Sci-Hub comme filières clandestines de l’IST
Diffusion scientifique. October 2016. Séminaire « Pragmatic » du Labex Structuration des Mondes Sociaux, Université Toulouse 2, 20 octobre 2016
URL : http://bit.ly/pragmaticCabanac2016 – http://bit.ly/pragmatic-2016-2017
BibTeXNathalie Aussenac-Gilles, Mohand Boughanem, Philippe Joly, Michelle Sibilla
Noir Sur Blanc, numéro thématique sur “La science des Données”
Diffusion scientifique. March 2016.
URL : https://www.irit.fr/Les-Noir-sur-Blanc-thematiques-a – 1780
BibTeXÉmergence de l’open access « gris » : LibGen et Sci-Hub comme filières clandestines de l’IST
Diffusion scientifique. June 2016. Séminaire « Observer les dynamiques socio-économiques de la publication scientifique » du laboratoire ELICO, Lyon, 11 juin 2016
URL : http://bit.ly/elicoCabanac2016 – http://bit.ly/seminairesElico2016-2017
BibTeXConfrontation à la perception humaine de mesures de similarité entre membres d’un réseau social académique : enrichissement du profilage thématique par des indices liées aux liens sociaux
Diffusion scientifique. October 2016. Colloque PEPS EXIA « Quelles entités pour l’analyse des media sociaux ? », Université Paris-Est Marne-la-Vallée, 11 octobre 2016
URL : http://bit.ly/exiaCabanac2016 – https://web.archive.org/web/20161016/http://ligm.u-pem.fr/index.php?id=28169
BibTeX
Contracts team
| Acronyme | Titre | Resp. sc | Début – fin | |
|---|---|---|---|---|
| CoST |  | Modélisation de tâches complexes en recherche d’information | Lynda TAMINE-LECHANI | 2018 – 2023 |
| MEERQAT | | Représentation multimédia dentités et systèmes de question réponse | José MORENO | 2020 – 2023 |
| LAWBOT | | Apprentissage profond pour la Modélisation prédictive de la jurisprudence | Gilles HUBERT | 2021 – 2024 |
| CAIR [Contract completed] | Recherche d’Information Agrégative Contextuelle | Mohand BOUGHANEM | 2014 – 2018 |
| Acronyme | Titre | Resp. sc | Début – fin | |
|---|---|---|---|---|
| NanoBubbles | Nano bubbles : how, when and why does sciences fail to correct itself ? | Guillaume CABANAC | 2021 – 2026 |
| Acronyme | Titre | Resp. sc | Début – fin | |
|---|---|---|---|---|
| BioMedExplore | Approche dextraction et de recherche dinformation pour lexploration et lanalyse multi-facettes de corpus de publications scientifiques en Biomédecine | Gilles HUBERT | 2021 – 2024 | |
| KING | Knowledge and INovation on Grain-legumeS food products | Guillaume CABANAC | 2021 – 2023 | |
| 2014-302 [Contract completed] | Analyse d’opinions sur les réseaux sociaux | Mohand BOUGHANEM | 2016 – 2019 |