IRIT at INEX 2003. - Karen Sauvagnat; Gilles Hubert 001; Mohand Boughanem; Josiane Mothe (INEX, 2003)

Mercure at TREC 2003 Web track - Topic Distillation Task. - Mohand Boughanem; Karen Sauvagnat; Cecile Laffaire (TREC, 2003)

XFIRM: un Modèle Flexible de Recherche d'Information pour le stockage et l'interrogation de documents XML. - Karen Sauvagnat (CORIA, 2004)

Using a Relevance Propagation Method for Adhoc and Heterogeneous Tracks at INEX 2004. - Karen Sauvagnat; Mohand Boughanem (INEX, 2004)

Le langage de requêtes XFIRM pour la recherche d'information dans les documents XML. - Karen Sauvagnat; Mohand Boughanem (INFORSID, 2004)

Searching XML Documents Using Relevance Propagation. - Karen Sauvagnat; Mohand Boughanem; Claude Chrisment (SPIRE, 2004)

A la Recherche de noeuds informatifs dans des corpus de documents XML. - Karen Sauvagnat; Mohand Boughanem (CORIA, 2005)

XFIRM at INEX 2005: Ad-Hoc and Relevance Feedback Tracks. - Karen Sauvagnat; Lobna Hlaoua; Mohand Boughanem (INEX, 2005)

Modèle flexible pour la Recherche d'Information dans des corpus dedocuments semi-structurés. - Karen Sauvagnat (2005)

A structure-oriented relevance feedback method for XML retrieval. - Lobna Hlaoua; Karen Sauvagnat; Mohand Boughanem (CIKM, 2006)

Propositions pour la pondération des termes et l'évaluation de la pertinence des éléments en recherche d'information structurée. - Karen Sauvagnat; Mohand Boughanem (CORIA, 2006)

Why Using Structural Hints in XML Retrieval?. - Karen Sauvagnat; Mohand Boughanem; Claude Chrisment (FQAS, 2006)

XFIRM at INEX 2006. Ad-Hoc, Relevance Feedback and MultiMedia Tracks. - Lobna Hlaoua; Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (INEX, 2006)

Réinjection de structures pour la reformulation de requêtes en RI structurée. - Lobna Hlaoua; Mohand Boughanem; Karen Sauvagnat (INFORSID, 2006)

XML retrieval: what about using contextual relevance? - Karen Sauvagnat; Lobna Hlaoua; Mohand Boughanem (SAC, 2006)

Answering content and structure-based queries on XML documents using relevance propagation. - Karen Sauvagnat; Mohand Boughanem; Claude Chrisment (Inf. Syst., 2006)

Combination of evidences in relevance feedback for xml retrieval. - Lobna Hlaoua; Mohand Boughanem; Karen Pinel-Sauvagnat (CIKM, 2007)

Using Pseudo-Relevance Feedback to Improve Image Retrieval Results. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (CLEF, 2007)

Combinaison des caractéristiques des termes pour l'extension de requêtes en recherche d'information dans les documents semi-structurés. - Lobna Hlaoua; Mohand Boughanem; Karen Pinel-Sauvagnat (CORIA, 2007)

Utilisation du contexte textuel et structurel pour la recherche d'images dans des documents XML. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (INFORSID, 2007)

Relevance Feedback for XML Retrieval: using structure and content to expand queries. - Lobna Hlaoua; Karen Sauvagnat; Mohand Boughanem (RCIS, 2007)

Using a Content-and-Structure Oriented Method for Relevance Feedback in XML Retrieval. - Lobna Hlaoua; Mohand Boughanem; Karen Pinel-Sauvagnat (RIAO, 2007)

A Survey on XML Focussed Component Retrieval. - Karen Pinel-Sauvagnat; Mohand Boughanem (RIAO, 2007)

Evaluating the Impact of Image Names in Context-Based Image Retrieval. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (CLEF, 2008)

Methods for combining Content-based and Textual-based Approaches in Medical Image Retrieval. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (CLEF (Working Notes), 2008)

Some Experiments on the WikipediaMM 2008 task: Evaluating the Impact of Image names in Context-based Retrieval. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (CLEF (Working Notes), 2008)

Une métrique pondérée pour la recherche textuelle d'images dans des documents semi-structurés. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (CORIA, 2008)

Towards a structure-based multimedia retrieval model. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (Multimedia Information Retrieval, 2008)

Une étude de l'impact de la structure sur la recherche multimédia. - Mouna Torjmen; Karen Pinel-Sauvagnat (CORIA, 2009)

XML Multimedia Retrieval: From Relevant Textual Information to Relevant Multimedia Fragments. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (ECIR, 2009)

Propagation-based Structured Text Retrieval. - Karen Pinel-Sauvagnat (Encyclopedia of Database Systems, 2009)

Querying by examples. - Arlind Kopliku; Mohand Boughanem; Karen Pinel-Sauvagnat (CORIA, 2010)

Using textual and structural context for searching Multimedia Elements. - Mouna Torjmen; Karen Pinel-Sauvagnat; Mohand Boughanem (Int. J. Bus. Intell. Data Min., 2010)

Relevance feedback revisited: dealing with content and structure in XML documents. - Lobna Hlaoua; Karen Pinel-Sauvagnat; Mohand Boughanem (Int. J. Digit. Libr., 2010)

XML Information Retrieval through Tree Edit Distance and Structural Summaries. - Cyril Laitang; Mohand Boughanem; Karen Pinel-Sauvagnat (AIRS, 2011)

Towards a framework for attribute retrieval. - Arlind Kopliku; Mohand Boughanem; Karen Pinel-Sauvagnat (CIKM, 2011)

Mining the Web for lists of Named Entities. - Arlind Kopliku; Mohand Boughanem; Karen Pinel-Sauvagnat (CORIA, 2011)

Utilisation de la théorie des graphes et de la distance d'édition pour la recherche d'information sur documents XML. - Cyril Laitang; Karen Pinel-Sauvagnat (CORIA, 2011)

Kodex ou comment organiser les résultats d'une recherche d'information par détection de communautés sur un graphe biparti? - Emmanuel Navarro; Yannick Chudy; Bruno Gaume; Guillaume Cabanac; Karen Pinel-Sauvagnat (CORIA, 2011)

Edit Distance for XML Information Retrieval: Some Experiments on the Datacentric Track of INEX 2011. - Cyril Laitang; Karen Pinel-Sauvagnat; Mohand Boughanem (INEX, 2011)

Retrieving attributes using web tables. - Arlind Kopliku; Karen Pinel-Sauvagnat; Mohand Boughanem (JCDL, 2011)

Attribute Retrieval from Relational Web Tables. - Arlind Kopliku; Karen Pinel-Sauvagnat; Mohand Boughanem (SPIRE, 2011)

IRIT at TREC Microblog 2011. - Firas Damak; Lamjed Ben Jabeur; Guillaume Cabanac; Karen Pinel-Sauvagnat; Lynda Tamine; Mohand Boughanem (TREC, 2011)

Interest and Evaluation of Aggregated Search. - Arlind Kopliku; Firas Damak; Karen Pinel-Sauvagnat; Mohand Boughanem (Web Intelligence, 2011)

Recherche de microblogs : quels critères pour raffiner les résultats des moteurs usuels de RI ? - Firas Damak; Karen Pinel-Sauvagnat; Guillaume Cabanac (CORIA, 2012)

Coûts de distance d'édition pour la Recherche d'Information XML. - Cyril Laitang; Karen Pinel-Sauvagnat; Mohand Boughanem (CORIA, 2012)

IRIT at TREC Microblog 2012: adhoc Task. - Lamjed Ben Jabeur; Firas Damak; Lynda Tamine; Karen Pinel-Sauvagnat; Guillaume Cabanac; Mohand Boughanem (TREC, 2012)

Une approche de recherche d'attributs pertinents pour l'agrégation d'information. - Ines Krichen; Arlind Kopliku; Karen Pinel-Sauvagnat; Mohand Boughanem (Document Numérique, 2012)

Apport du Web et du Web de Données pour la recherche d'attributs. - Rafik Abbes; Arlind Kopliku; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (CORIA, 2013)

DTD Based Costs for Tree-Edit Distance in Structured Information Retrieval. - Cyril Laitang; Karen Pinel-Sauvagnat; Mohand Boughanem (ECIR, 2013)

Prototyping a personalized contextual retrieval framework. - Damien Palacio; Guillaume Cabanac; Gilles Hubert 001; Karen Pinel-Sauvagnat; Christian Sallaberry (GIR, 2013)

Estimating structural relevance of XML elements through language model. - Cyril Laitang; Karen Pinel-Sauvagnat; Mohand Boughanem (OAIR, 2013)

Effectiveness of state-of-the-art features for microblog search. - Firas Damak; Karen Pinel-Sauvagnat; Mohand Boughanem; Guillaume Cabanac (SAC, 2013)

IRIT at TREC Knowledge Base Acceleration 2013: Cumulative Citation Recommendation Task. - Rafik Abbes; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (TREC, 2013)

IRIT, GeoComp, and LIUPPA at the TREC 2013 Contextual Suggestion Track. - Gilles Hubert 001; Guillaume Cabanac; Karen Pinel-Sauvagnat; Damien Palacio; Christian Sallaberry (TREC, 2013)

IRIT at TREC Microblog Track 2013. - Lamjed Ben Jabeur; Firas Damak; Lynda Tamine; Guillaume Cabanac; Karen Pinel-Sauvagnat; Mohand Boughanem (TREC, 2013)

A survey on tree matching and XML retrieval. - Mohammed Amin Tahraoui; Karen Pinel-Sauvagnat; Cyril Laitang; Mohand Boughanem; Hamamache Kheddouci; Lei Ning (Comput. Sci. Rev., 2013)

Investigating the document structure as a source of evidence for multimedia fragment retrieval. - Mouna Torjmen Khemakhem; Karen Pinel-Sauvagnat; Mohand Boughanem (Inf. Process. Manag., 2013)

Mesures de la qualité des systèmes de recherche d'information. - Karen Pinel-Sauvagnat; Josiane Mothe (Ingénierie des Systèmes d Inf., 2013)

Modèles de langue pour la mise à jour d'un profil d'entité. - Rafik Abbes; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (CORIA-CIFED, 2014)

IRIT at TREC KBA 2014. - Rafik Abbes; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (TREC, 2014)

IRIT at TREC Temporal Summarization 2014. - Rafik Abbes; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (TREC, 2014)

Aggregated search: A new information retrieval paradigm. - Arlind Kopliku; Karen Pinel-Sauvagnat; Mohand Boughanem (ACM Comput. Surv., 2014)

Détection d'informations vitales pour la mise à jour de bases de connaissances. - Rafik Abbes; Nathalie Hernandez; Karen Pinel-Sauvagnat; Mohand Boughanem (IC, 2015)

Leveraging temporal expressions to filter vital documents related to an entity. - Rafik Abbes; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem (SAC, 2015)

IRIT at TREC Temporal Summarization 2015. - Rafik Abbes; Bilel Moulahi; Abdelhamid Chellal; Karen Pinel-Sauvagnat; Nathalie Hernandez; Mohand Boughanem; Lynda Tamine; Sadok Ben Yahia (TREC, 2015)

IRIT at TREC Microblog 2015. - Abdelhamid Chellal; Lamjed Ben Jabeur; Laure Soulier; Bilel Moulahi; Thomas Palmer; Mohand Boughanem; Karen Pinel-Sauvagnat; Lynda Tamine; Gilles Hubert 001 (TREC, 2015)

Accelerating the Update of Knowledge Base Instances by Detecting Vital Information from a Document Stream. - Rafik Abbes; Nathalie Hernandez; Karen Pinel-Sauvagnat; Mohand Boughanem (WI-IAT (1), 2015)

Report on CLEF 2015: Experimental IR Meets Multilinguality, Multimodality, and Interaction. - Linda Cappellato; Nicola Ferro 001; Gareth J. F. Jones; Jaap Kamps; Josiane Mothe; Karen Pinel-Sauvagnat; Eric SanJuan; Jacques Savoy (SIGIR Forum, 2015)

VODUM: A Topic Model Unifying Viewpoint, Topic and Opinion Discovery. - Thibaut Thonet; Guillaume Cabanac; Mohand Boughanem; Karen Pinel-Sauvagnat (ECIR, 2016)

Users Are Known by the Company They Keep: Topic Models for Viewpoint Discovery in Social Networks. - Thibaut Thonet; Guillaume Cabanac; Mohand Boughanem; Karen Pinel-Sauvagnat (CIKM, 2017)

Some thoughts from IRIT about the scenario A of the TREC RTS 2016 and 2017 tracks. - Gilles Hubert 001; José G. Moreno 001; Karen Pinel-Sauvagnat; Yoann Pitarch (TREC, 2017)

Everything You Always Wanted to Know About TREC RTS* (*But Were Afraid to Ask). - Gilles Hubert 001; José G. Moreno 001; Karen Pinel-Sauvagnat; Yoann Pitarch (CoRR, 2017)

De la recherche de granules documentaires à l'agrégation d'information. - Karen Pinel-Sauvagnat (2018)

TournaRank : Quand la Recherche d'Information devient un tournoi entre documents. - Gilles Hubert 001; Yoann Pitarch; Karen Pinel-Sauvagnat; Ronan Tournier; Léa Laporte (CORIA, 2018)

Retweeter ou ne pas retweeter Le dilemme des portails de diffusion d'information temps-réel. - Thomas Palmer; Gilles Hubert 001; Karen Pinel-Sauvagnat (Document Numérique, 2018)

TournaRank: When retrieval becomes document competition. - Gilles Hubert 001; Yoann Pitarch; Karen Pinel-Sauvagnat; Ronan Tournier; Léa Laporte (Inf. Process. Manag., 2018)

Propagation-Based Structured Text Retrieval. - Karen Pinel-Sauvagnat (Encyclopedia of Database Systems (2nd ed.), 2018)

Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers. - José G. Moreno 001; Yoann Pitarch; Karen Pinel-Sauvagnat; Gilles Hubert 001 (SemEval@NAACL-HLT, 2019)

IRIT-IRIS at CL-SciSumm 2019: Matching Citances with their Intended Reference Text Spans from the Scientific Literature. - Yoann Pitarch; Karen Pinel-Sauvagnat; Gilles Hubert 001; Guillaume Cabanac; Ophélie Fraisier-Vannier (BIRNDL@SIGIR, 2019)

IRIT at TREC 2019: Incident Streams and Complex Answer Retrieval Tracks. - Alexis Dusart; Gilles Hubert 001; Karen Pinel-Sauvagnat (TREC, 2019)

Capitalizing on a TREC Track to Build a Tweet Summarization Dataset. - Alexis Dusart; Karen Pinel-Sauvagnat; Gilles Hubert 001 (CIRCLE, 2020)

What Can Task Teach Us About Query Reformulations? - Lynda Tamine; Jesús Lovón-Melgarejo; Karen Pinel-Sauvagnat (ECIR (1), 2020)

Oubli catastrophique et approches neuronales pour la Recherche d'Information. - Jesús Lovón-Melgarejo; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (CORIA, 2021)

Studying Catastrophic Forgetting in Neural Ranking Models. - Jesús Lovón-Melgarejo; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (ECIR (1), 2021)

ISSumSet: a tweet summarization dataset hidden in a TREC track. - Alexis Dusart; Karen Pinel-Sauvagnat; Gilles Hubert 001 (SAC, 2021)

TSSuBERT: Tweet Stream Summarization Using BERT. - Alexis Dusart; Karen Pinel-Sauvagnat; Gilles Hubert 001 (CoRR, 2021)

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs - Abstract. - Hanane Djeddal; Thomas Gerald; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (CIRCLE, 2022)

Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs. - Hanane Djeddal; Thomas Gerald; Laure Soulier; Karen Pinel-Sauvagnat; Lynda Tamine (ECIR (2), 2022)

Exploring the Value of Multi-View Learning for Session-Aware Query Representation. - Diego Ortiz; José G. Moreno 001; Gilles Hubert 001; Karen Pinel-Sauvagnat; Lynda Tamine (NAACL-HLT (Findings), 2022)

IRIT-IRIS at TREC 2022: CrisisFACTS Track. - Alexis Dusart; Gilles Hubert 001; Karen Pinel-Sauvagnat (TREC, 2022)

Quelles évolutions sur cette loi ? Entre abstraction et hallucination dans le domaine du résumé de textes juridiques. - Nihed Bendahman; Karen Pinel-Sauvagnat; Gilles Hubert 001; Mokhtar Boumedyen Billami (CORIA-TALN, 2023)

Exploring unsupervised textual representations generated by neural language models in the context of automatic tweet stream summarization. - Alexis Dusart; Karen Pinel-Sauvagnat; Gilles Hubert 001 (Online Soc. Networks Media, 2023)

TSSuBERT: How to Sum Up Multiple Years of Reading in a Few Tweets. - Alexis Dusart; Karen Pinel-Sauvagnat; Gilles Hubert 001 (ACM Trans. Inf. Syst., 2023)

An Evaluation Framework for Attributed Information Retrieval using Large Language Models. - Hanane Djeddal; Pierre Erbacher; Raouf Toukal; Laure Soulier; Karen Pinel-Sauvagnat; Sophia Katrenko; Lynda Tamine (CIKM, 2024)

Détection d'hallucinations dans le cadre de la tâche 6 SemEval-Shroom. - Nihed Bendahman; Karen Pinel-Sauvagnat; Gilles Hubert 001; Mokhtar Boumedyen Billami (CORIA, 2024)

Vers des LLMs fiables pour les tâches de la recherche d'information. - Hanane Djeddal; Pierre Erbacher; Laure Soulier; Karen Pinel-Sauvagnat; Sophia Katrenko; Lynda Tamine (CORIA, 2024)

IRIT-Berger-Levrault at SemEval-2024: How Sensitive Sentence Embeddings are to Hallucinations? - Nihed Bendahman; Karen Pinel-Sauvagnat; Gilles Hubert 001; Mokhtar Billami (SemEval@NAACL, 2024)

Not all Hallucinations are Good to Throw Away When it Comes to Legal Abstractive Summarization. - Nihed Bendahman; Karen Pinel-Sauvagnat; Gilles Hubert 001; Mokhtar Boumedyen Billami (NAACL (Long Papers), 2025)