Towards tokenization evaluation. - Benoit Habert; Gilles Adda; Martine Adda-Decker; Philippe Boula de Mareüil; Silvana Ferrari; Olivier Ferret; Gabriel Illouz; P. Paraubeck (LREC, 1998)

QALC - the Question-Answering program of the Language and Cognition group at LIMSI-CNRS. - Olivier Ferret; Brigitte Grau; Gabriel Illouz; Christian Jacquemin; Nicolas Masson (TREC, 1999)

TyPTex: Inductive Typological Text Classification by Multivariate Statistical Analysis for NLP Systems Tuning/Evaluation. - Helka Folch; Serge Heiden; Benoit Habert; Serge Fleury; Gabriel Illouz; Pierre Lafon; Julien Nioche; Sophie Prevost (LREC, 2000)

Sublanguage Dependent Evaluation: Toward Predicting NLP performances. - Gabriel Illouz (LREC, 2000)

TyPex: Generic Feature for Text Profiler. - Gabriel Illouz; Benoit Habert; Helka Folch; Serge Fleury; Serge Heiden; Pierre Lafon; Sophie Prevost (RIAO, 2000)

QALC–The Question-Answering System of LIMSI-CNRS. - Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Christian Jacquemin; Nicolas Masson; Paule Lecuyer (TREC, 2000)

Utilisation des entités nommées et des variantes terminologiques dans un système de question-réponse. - Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Christian Jacquemin (TALN (Articles longs), 2001)

Finding An Answer Based on the Recognition of the Question Focus. - Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Laura Monceaux; Isabelle Robba; Anne Vilnat (TREC, 2001)

A Protocol for Evaluating Analyzers of Syntax (PEAS). - Véronique Gendner; Gabriel Illouz; Michèle Jardino; Laura Monceaux; Patrick Paroubek; Isabelle Robba; Anne Vilnat (LREC, 2002)

Recherche de la réponse fondée sur la reconnaissance du focus de la question. - Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Laura Monceaux; Isabelle Robba; Anne Vilnat (TALN (Articles longs), 2002)

The Question Answering System QALC at LIMSI, Experiments in Using Web and WordNet. - Gaël de Chalendar; Tiphaine Dalmas; Faiïza Elkateb-Gara; Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Laura Monceaux; Isabelle Robba; Anne Vilnat (TREC, 2002)

Building a Foundation System for Producing Short Answers to Factual Questions. - Sameer S. Pradhan; Valerie Krugler; Steven Bethard; Wayne H. Ward; Daniel Jurafsky; James H. Martin; Sasha Blair-Goldensohn; Andrew Hazen Schlaikjer; Elena Filatova; Pablo Ariel Duboue; Hong Yu 001; Rebecca J. Passonneau; et al. (TREC, 2002)

Quand la réponse se trouve dans un grand corpus. - Olivier Ferret; Brigitte Grau; Martine Hurault-Plantet; Gabriel Illouz; Christian Jacquemin (Ingénierie des Systèmes d Inf., 2002)

PEAS, the first instantiation of a comparative framework for evaluating parsers of French. - Véronique Gendner; Gabriel Illouz; Michèle Jardino; Laura Monceaux; Patrick Paroubek; Isabelle Robba; Anne Vilnat (EACL, 2003)

How to Answer in English to Questions Asked in French: by Exploiting Results from Several Sources of Information. - Guillaume Bourdil; Faza Elkateb; Brigitte Grau; Gabriel Illouz; Laura Monceaux; Isabelle Robba; Anne Vilnat (CLEF (Working Notes), 2004)

Answering French Questions in English by Exploiting Results from Several Sources of Information. - Brigitte Grau; Gabriel Illouz; Laura Monceaux; Isabelle Robba; Anne Vilnat; Guillaume Bourdil; Faiïza Elkateb-Gara; Olivier Ferret; Benoît Mathieu (CLEF, 2004)

The Ongoing Evaluation Campaign of Syntactic Parsing of French: EASY. - Anne Vilnat; Patrick Paroubek; Laura Monceaux; Isabelle Robba; Véronique Gendner; Gabriel Illouz; Michèle Jardino (LREC, 2004)

Annoter en constituants pour évaluer des analyseurs syntaxiques. - Anne Vilnat; Laura Monceaux; Patrick Paroubek; Isabelle Robba; Véronique Gendner; Gabriel Illouz; Michèle Jardino (TALN (Articles longs), 2004)

De l'importance des synonymes pour la sélection de passages en question-réponse. - Brigitte Grau; Anne-Laure Ligozat; Isabelle Robba; Anne Vilnat; Faïza El Kateb; Gabriel Illouz; Laura Monceaux; Patrick Paroubek; Olivier Pons (CORIA, 2005)

Ritel: an open-domain, human-computer dialog system. - Olivier Galibert; Gabriel Illouz; Sophie Rosset (INTERSPEECH, 2005)

Ritel : un système de dialogue homme-machine à domaine ouvert. - Olivier Galibert; Gabriel Illouz; Sophie Rosset (TALN (Articles courts), 2005)

Integrating spoken dialog and question answering: the ritel project. - Sophie Rosset; Olivier Galibert; Gabriel Illouz; Aurélien Max (INTERSPEECH, 2006)

Handling speech input in the ritel QA dialogue system. - Boris W. van Schooten; Sophie Rosset; Olivier Galibert; Aurélien Max; Rieks op den Akker; Gabriel Illouz (INTERSPEECH, 2007)

Follow-up question handling in the IMIX and Ritel systems: A comparative study. - Boris W. van Schooten; Rieks op den Akker; Sophie Rosset; Olivier Galibert; Aurélien Max; Gabriel Illouz (Nat. Lang. Eng., 2009)

Web-based Validation for Contextual Targeted Paraphrasing. - Houda Bouamor; Aurélien Max; Gabriel Illouz; Anne Vilnat (Monolingual@ACL, 2011)

A contrastive review of paraphrase acquisition techniques. - Houda Bouamor; Aurélien Max; Gabriel Illouz; Anne Vilnat (LREC, 2012)

Validation sur le Web de reformulations locales: application à la Wikipédia (Assisted Rephrasing for Wikipedia Contributors through Web-based Validation) [in French]. - Houda Bouamor; Aurélien Max; Gabriel Illouz; Anne Vilnat (JEP-TALN-RECITAL, 2012)

LIMSI's participation to the 2013 shared task on Native Language Identification. - Thomas Lavergne; Gabriel Illouz; Aurélien Max; Ryo Nagata (BEA@NAACL-HLT, 2013)

Selecting Answers with Structured Lexical Expansion and Discourse Relations LIMSI's Participation at QA4MRE 2013. - Martin Gleize; Brigitte Grau; Van-Minh Pho; Anne-Laure Ligozat; Gabriel Illouz; Frédéric Gianetti; Loïc Lahondes (CLEF (Working Notes), 2013)

A Mapping-Based Approach for General Formal Human Computer Interaction Using Natural Language. - Vincent Letard; Sophie Rosset; Gabriel Illouz (ACL (Student Research Workshop), 2014)

Multiple Choice Question Corpus Analysis for Distractor Characterization. - Van-Minh Pho; Thibault André; Anne-Laure Ligozat; Brigitte Grau; Gabriel Illouz; Thomas François (LREC, 2014)

Analogical Reasoning for Natural to Formal Language Transfer. - Vincent Letard; Sophie Rosset; Gabriel Illouz (ICTAI, 2015)

Reducing Noise Sensitivity of Formal Analogical Reasoning Applied to Language Transfers. - Vincent Letard; Gabriel Illouz; Sophie Rosset (ICCBR Workshops, 2016)

Incremental Learning from Scratch Using Analogical Reasoning. - Vincent Letard; Sophie Rosset; Gabriel Illouz (ICTAI, 2016)

Évaluation de l'apprentissage incrémental par analogie (Incremental Learning From Scratch Using Analogical Reasoning). - Vincent Letard; Gabriel Illouz; Sophie Rosset (JEP-TALN-RECITAL (2), 2016)

NELIDA : assistant opérationnel générique apprenant incrémentalement par l'interaction. - Vincent Letard; Gabriel Illouz; Sophie Rosset (APIA, 2017)

Classification automatique des procédés de traduction (Automatic Classification of Translation Processes). - Yuming Zhai; Gabriel Illouz; Anne Vilnat (PFIA (Articles courts), 2019)

Towards Recognizing Phrase Translation Processes: Experiments on English-French. - Yuming Zhai; Pooyan Safari; Gabriel Illouz; Alexandre Allauzen; Anne Vilnat (POLIBITS, 2019)

Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language Models. - Yuming Zhai; Gabriel Illouz; Anne Vilnat (COLING, 2020)

Building an English-Chinese Parallel Corpus Annotated with Sub-sentential Translation Techniques. - Yuming Zhai; Lufei Liu; Xinyi Zhong; Gabriel Illouz; Anne Vilnat (LREC, 2020)

Simplification automatique de texte dans un contexte de faibles ressources (Automatic Text Simplification : Approaching the Problem in Low Resource Settings for French). - Sadaf Abdul-Rauf; Anne-Laure Ligozat; François Yvon; Gabriel Illouz; Thierry Hamon (JEP-TALN-RECITAL (2), 2020)

La réécriture monolingue ou bilingue facilite-t-elle la compréhension ? (Does monolingual or bilingual rewriting facilitate comprehension ?). - Yuming Zhai; Gabriel Illouz; Anne Vilnat (JEP-TALN-RECITAL (2), 2020)

Classification de cas cliniques et évaluation automatique de réponses d'étudiants : présentation de la campagne DEFT 2021 (Clinical cases classification and automatic evaluation of student answers : Presentation of the DEFT 2021 Challenge). - Cyril Grouin; Natalia Grabar; Gabriel Illouz (TALN (DEFT), 2021)

Sélectionner les ?bons? passages pour créer les ?bonnes? questions : Analyse et Évaluation d'un nouveau Corpus de Questions et Réponses pour l'Éducation. - Thomas Gerald; Sofiane Ettayeb; Ha Quang Le; Gabriel Illouz; Patrick Paroubek; Anne Vilnat (EGC, 2023)