Sophie Rosset

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 1999, 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258).

Structured Named Entities in two distinct press corpora: Contemporary Broadcast News and Old Newspapers

Olivier Galibert, Pierre Zweigenbaum, Cyril Grouin, 2012, LAW@ACL.

The French MEDIA/EVALDA Project: the Evaluation of the Understanding Capability of Spoken Language Dialogue Systems

Frédéric Béchet, Jean-Yves Antoine, Patrick Paroubek, 2004, LREC.

Utterance Retrieval Based on Recurrent Surface Text Patterns

Guillaume Dubuisson Duplessis, Sophie Rosset, Anne-Laure Ligozat, 2017, ECIR.

Étiquetage en parties du discours de langues peu dotées par spécialisation des plongements lexicaux (POS tagging for low-resource languages by adapting word embeddings )

Sophie Rosset, Anne-Laure Ligozat, Pierre Magistry, 2018, CORIA-TALN-RJC.

A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification pdf

Sophie Rosset, Sahar Ghannay, Juan M. Coria, 2020, SLSP.

Structured and Extended Named Entity Evaluation in Automatic Speech Transcriptions

Olivier Galibert, Pierre Zweigenbaum, Cyril Grouin, 2011, IJCNLP.

Where are we in Named Entity Recognition from Speech?

Sophie Rosset, Yannick Estève, Emmanuel Morin, 2020, LREC.

Results of the French Evalda-Media evaluation campaign for literal understanding

Frédéric Béchet, Sophie Rosset, Matthieu Quignard, 2006, LREC.

Nao is doing humour in the CHIST-ERA joker project

Guillaume Dubuisson Duplessis, Paul Deléglise, Sophie Rosset, 2015, INTERSPEECH.

Contributions of Linguistics in the Search for Precise Information

Patrice Bellot, Pierre Zweigenbaum, Sophie Rosset, 2008 .

Follow-up question handling in the IMIX and Ritel systems: A comparative study

Rieks op den Akker, Olivier Galibert, Sophie Rosset, 2009, Natural Language Engineering.

Tree Representations in Probabilistic Models for Extended Named Entities Detection

Sophie Rosset, Marco Dinarelli, S. Rosset, 2012, EACL.

Named Entities for Computational Linguistics: Nouvel/Named Entities for Computational Linguistics

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

A semantic representation for spoken dialogs

Sophie Rosset, Hélène Bonneau-Maynard, 2003, INTERSPEECH.

Survey on evaluation methods for dialogue

Arantxa Otegi, Eneko Agirre, Sophie Rosset, 2019 .

Un patient virtuel dialogant

Pierre Zweigenbaum, Dhouha Bouamor, Sophie Rosset, 2015, TALN.

Managing Linguistic and Terminological Variation in a Medical Dialogue System

Pierre Zweigenbaum, Dhouha Bouamor, Sophie Rosset, 2016, LREC.

Automatic classification of doctor-patient questions for a virtual patient record query task

Pierre Zweigenbaum, Sophie Rosset, Leonardo Campillos Llanos, 2017, BioNLP.

Un système automatique de sélection de réponse en domaine ouvert intégrable à un système de dialogue social (An automatic open-domain response selection system integrable to a social dialogue system)[In French]

Sophie Rosset, Anne-Laure Ligozat, Franck Charras, 2016, JEPTALNRECITAL.

A Question-answer Distance Measure to Investigate QA System Progress

Olivier Galibert, Sophie Rosset, Martine Adda-Decker, 2010, LREC.

Designing a virtual patient dialogue system based on terminology-rich resources: Challenges and evaluation

Pierre Zweigenbaum, Leonardo Campillos-Llanos, Sophie Rosset, 2019, Natural Language Engineering.

Named Entities for Computational Linguistics

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Manual Corpus Annotation: Giving Meaning to the Evaluation Metrics

Claire François, Yann Mathet, Antoine Widlöcher, 2012, COLING.

NELIDA : assistant opérationnel générique apprenant incrémentalement par l'interaction

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2017, APIA.

Gestionnaire de dialogue pour un syst` eme d'informations ` a reconnaissance vocale

Sophie Rosset, Lori Lamel Limsi-Cnrs, 2001 .

A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios

Sophie Rosset, Anselmo Peñas, Mathilde Veron, 2020, NLDB.

Hypotheses Selection Criteria in a Reranking Framework for Spoken Language Understanding

Sophie Rosset, Marco Dinarelli, 2011, EMNLP.

The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents

Georges Quénot, Thomas Tamisier, Pierrick Bruneau, 2016, LREC.

Prosodic Analysis of a Corpus of Tales

Christophe d'Alessandro, Albert Rilliard, Sophie Rosset, 2011, INTERSPEECH.

Quel est l'apport de la détection d'entités nommées pour l'extraction d'information en domaine restreint ?

Chloé Clavel, Sophie Rosset, Martine Adda-Decker, 2012 .

The Ritel Corpus - An annotated Human-Machine open-domain question answering spoken dialog corpus

Sophie Rosset, Sandra Petel, 2006, LREC.

Dialog in the RAILTEL telephone-based system

Lori Lamel, Sophie Rosset, Laurence Devillers, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

Named Entity Resources - Overview and Outlook

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016, LREC.

A Mapping-Based Approach for General Formal Human Computer Interaction Using Natural Language

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2014, ACL.

Pré-segmentation de pages web et sélection de documents pertinents en Questions-Réponses

Gilles Adda, Sophie Rosset, Nicolas Foucault, 2013 .

Named Entities, Referential Units

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Natural language understanding for task oriented dialog in the biomedical domain in a low resources context pdf

Anita Burgun-Parenthoine, Sophie Rosset, Leonardo Campillos Llanos, 2018, ArXiv.

Analogical Reasoning for Natural to Formal Language Transfer

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2015, 2015 IEEE 27th International Conference on Tools with Artificial Intelligence (ICTAI).

The LIMSI Participation to the QAst Track

Olivier Galibert, Gilles Adda, Sophie Rosset, 2007, CLEF.

Graph-Based Relation Validation Method

Sophie Rosset, Brigitte Grau, Rashedur Rahman, 2016, EKAW.

Named Entities for Accessing Information

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Corpora with Part-of-Speech Annotations for Three Regional Languages of France: Alsatian, Occitan and Picard

Delphine Bernhard, Sophie Rosset, Anne-Laure Ligozat, 2018, LREC.

Generating Task-Pertinent sorted Error Lists for Speech Recognition

Olivier Galibert, Sophie Rosset, Juliette Kahn, 2016, LREC.

Survey on evaluation methods for dialogue systems

Arantxa Otegi, Eneko Agirre, Sophie Rosset, 2019, Artificial Intelligence Review.

LIHLITH: Learning to Interact with Humans by Lifelong Interaction with Humans

Arantxa Otegi, Eneko Agirre, Sophie Rosset, 2019, Proces. del Leng. Natural.

Fusion des réponses de systèmes de question-réponses

Sophie Rosset, Brigitte Grau, Arnaud Grappy, 2012, CORIA.

Question Answering on Web Data: The QA Evaluation in Quæro

Olivier Galibert, Dominique Laurent, Gilles Adda, 2010, LREC.

LIHLITH: Improving Communication Skills of Robots through Lifelong Learning

Eneko Agirre, Sophie Rosset, Mark Cieliebak, 2018, ERCIM News.

Comparing System-response Retrieval Models for Open-domain and Casual Conversational Agent

Guillaume Dubuisson Duplessis, Sophie Rosset, Anne-Laure Ligozat, 2016 .

Tree-Structured Named Entity Recognition on OCR Data: Analysis, Processing and Results

Sophie Rosset, Marco Dinarelli, 2012, LREC.

Multifaceted Engagement in Social Interaction with a Machine: The JOKER Project

Guillaume Dubuisson Duplessis, Emer Gilmartin, Nick Campbell, 2018, 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018).

Integrating a Dialogue System into a Virtual Patient Consultation

Pierre Zweigenbaum, Dhouha Bouamor, Sophie Rosset, 2016, AMIA.

Towards a Storytelling Humanoid Robot

Christophe d'Alessandro, Catherine Pelachaud, Albert Rilliard, 2010, AAAI Fall Symposium: Dialog with Robots.

Resources and Methods for the Automatic Recognition of Place Names in Alsatian

Delphine Bernhard, Sophie Rosset, Anne-Laure Ligozat, 2018 .

LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis pdf

Somnath Banerjee, Paolo Rosso, Sophie Rosset, 2020, SemEval@COLING.

Models Cascade for Tree-Structured Named Entity Detection

Sophie Rosset, Marco Dinarelli, 2011, IJCNLP.

Recognizing Named Entities

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Design strategies for spoken language dialog systems

Lori Lamel, Sophie Rosset, Samir Bennacef, 1999, EUROSPEECH.

Data collection for the MASK kiosk: WOz vs. prototype system

Lori Lamel, Sophie Rosset, Franck Bernard, 1996, Proceeding of Fourth International Conference on Spoken Language Processing. ICSLP '96.

The Impact of Specialized Corpora for Word Embeddings in Natural Langage Understanding

Sophie Rosset, Leonardo Campillos Llanos, Nicolas Garcelon, 2020, MIE.

Estimation de la qualité d'un système de reconnaissance de la parole pour une tâche de compréhension (Quality estimation of a Speech Recognition System for a Spoken Language Understanding task)

Olivier Galibert, Sophie Rosset, Nathalie Camelin, 2016, JEP-TALN-RECITAL.

Spoken Question Answering

Olivier Galibert, Lori Lamel, Sophie Rosset, 2011 .

Spoken Language Component of the MASK Kiosk

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 1997 .

Considerations in the design and evaluation of spoken language dialog systems

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 2000, INTERSPEECH.

Purely Corpus-based Automatic Conversation Authoring

Guillaume Dubuisson Duplessis, Sophie Rosset, Anne-Laure Ligozat, 2016, LREC.

Terminological and language resources for developing a virtual patient dialogue system in Spanish

Pierre Zweigenbaum, Sophie Rosset, Leonardo Campillos Llanos, 2019, Proces. del Leng. Natural.

Incremental Learning from Scratch Using Analogical Reasoning

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2016, 2016 IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI).

The LIMSI QAst systems: Comparison between human and automatic rules generation for question-answering on speech transcriptions

Olivier Galibert, Gilles Adda, Sophie Rosset, 2007, 2007 IEEE Workshop on Automatic Speech Recognition & Understanding (ASRU).

TAC KBP 2016 Cold Start Slot Filling and Slot Filler Validation Systems by IRT SystemX

Sophie Rosset, Brigitte Grau, Yoann Dupont, 2016, TAC.

Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task

Sophie Rosset, Christophe Servan, Sahar Ghannay, 2020, COLING.

Handling speech input in the ritel QA dialogue system

Rieks op den Akker, Olivier Galibert, Sophie Rosset, 2007, INTERSPEECH.

Exploiting languages proximity for part-of-speech tagging of three French regional languages

Sophie Rosset, Anne-Laure Ligozat, Pierre Magistry, 2019, Lang. Resour. Evaluation.

Transfer-Based Learning-to-Rank Assessment of Medical Term Technicality

Pierre Zweigenbaum, Dhouha Bouamor, Sophie Rosset, 2016, LREC.

Multimodal data collection of human-robot humorous interactions in the Joker project

Guillaume Dubuisson Duplessis, Emer Gilmartin, Nick Campbell, 2015, 2015 International Conference on Affective Computing and Intelligent Interaction (ACII).

Utilising online prosodic analyses for interaction control

Mattias Heldner, Jens Edlund, Lori Lamel, 2006 .

How to Personalize Conversational Coaches for Stress Management?

Marilyn A. Walker, Jean-Claude Martin, Sophie Rosset, 2018, UbiComp/ISWC Adjunct.

Designing French Tale Corpora for Entertaining Text To Speech Synthesis

Christophe d'Alessandro, Albert Rilliard, Sophie Rosset, 2012, LREC.

Efficient combined approach for named entity recognition in spoken language

Hervé Glotin, Sophie Rosset, Azeddine Zidouni, 2010, INTERSPEECH.

Graphe de communauté pour la validation de relations dans le cadre de la population de bases de connaissances

Sophie Rosset, Brigitte Grau, Rashedur Rahman, 2017, CORIA.

Community Graph and Linguistic Analysis to Validate Relationships for Knowledge Base Population

Sophie Rosset, Brigitte Grau, Rashedur Rahman, 2017, SIMBig.

Semantic and dialogic annotation for automated multilingual customer service

Tomek Strzalkowski, Sophie Rosset, Hélène Bonneau-Maynard, 2003, INTERSPEECH.

Où en sommes-nous dans la reconnaissance des entités nommées structurées à partir de la parole ? (Where are we in Named Entity Recognition from speech ?)

Sophie Rosset, Yannick Estève, Emmanuel Morin, 2020, JEP-TALN-RECITAL.

Overview of QAST 2007

Lori Lamel, Sophie Rosset, Pere Comas, 2008, CLEF.

DiaBLa: a corpus of bilingual spontaneous written dialogues for machine translation pdf

Sophie Rosset, Thomas Lavergne, Rachel Bawden, 2019, Language Resources and Evaluation.

Appendix 2: Named Entities: Research Programs

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Reducing Noise Sensitivity of Formal Analogical Reasoning Applied to Language Transfers

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2016, ICCBR Workshops.

Ritel: an open-domain, human-computer dialog system

Olivier Galibert, Sophie Rosset, Gabriel Illouz, 2005, INTERSPEECH.

Évaluation de l'apprentissage incrémental par analogie (Incremental Learning From Scratch Using Analogical Reasoning)

Sophie Rosset, Gabriel Illouz, Vincent Letard, 2016, JEP-TALN-RECITAL.

How to evaluate ASR output for named entity recognition?

Olivier Galibert, Sophie Rosset, Martine Adda-Decker, 2015, INTERSPEECH.

Predictive and objective evaluation of speech understanding: the "challenge" evaluation campaign of the I3 speech workgroup of the French CNRS

Jean-Yves Antoine, Nadine Vigouroux, Sophie Rosset, 2002, LREC.

Semantic annotation of the French media dialog corpus

Sophie Rosset, Hélène Bonneau-Maynard, Djamel Mostefa, 2005, INTERSPEECH.

LIMSI participation in the QAst 2009 track

Olivier Galibert, Gilles Adda, Sophie Rosset, 2009, CLEF.

What is best for spoken language understanding: small but task-dependant embeddings or huge but out-of-domain embeddings?

Sophie Rosset, Sahar Ghannay, Antoine Neuraz, 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Identification de facteurs de risque pour des patients diabétiques à partir de comptes-rendus cliniques par des approches hybrides

Pierre Zweigenbaum, Cyril Grouin, Sophie Rosset, 2015, JEPTALNRECITAL.

The GV-LEx corpus of tales in French

Christophe d'Alessandro, Albert Rilliard, Sophie Rosset, 2015, Language Resources and Evaluation.

Linking Named Entities to References

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

QCompere @ REPERE 2013

Georges Quénot, Qian Yang, Rainer Stiefelhagen, 2013, SLAM@INTERSPEECH.

The LIMSI ARISE system

Lori Lamel, Sophie Rosset, Jean-Luc Gauvain, 2000, Speech Commun..

Predictive Performance of Dialog Systems

Sophie Rosset, Hélène Bonneau-Maynard, Laurence Devillers, 2000, LREC.

Evaluation Protocol and Tools for Question-Answering on Speech Transcripts

Paolo Rosso, Davide Buscaldi, Olivier Galibert, 2010, LREC.

Eventual situations for timeline extraction from clinical reports

Natalia Grabar, Thierry Hamon, Pierre Zweigenbaum, 2013, J. Am. Medical Informatics Assoc..

Automatic Named Entity Pre-annotation for Out-of-domain Human Annotation

Olivier Galibert, Pierre Zweigenbaum, Cyril Grouin, 2013, LAW@ACL.

Measurement of pitch perception for F0 glides

Christophe d'Alessandro, Sophie Rosset, O. Piot, 1995, EUROSPEECH.

Language Modeling for Document Selection in Question Answering

Gilles Adda, Sophie Rosset, Nicolas Foucault, 2011, RANLP.

CARAMBA: Concept, Assertion, and Relation Annotation using Machine-learning Based Approaches

Pierre Zweigenbaum, Bruno Cartoni, Delphine Bernhard, 2010 .

The LIMSI RailTel System: Field trial of a telephone service for rail travel information

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 1997, Speech Commun..

Hybrid Citation Extraction from Patents

Olivier Galibert, Sophie Rosset, Xavier Tannier, 2010, LREC.

On the functions of the vocalic hesitation euh in interactive man-machine question answering dialogs in French

Sophie Rosset, Martine Adda-Decker, Ioana Vasilescu, 2010, DiSS-LPSS.

Apports de la linguistique dans les systèmes de recherche d'informations précises

Patrice Bellot, Pierre Zweigenbaum, Sophie Rosset, 2008 .

Investigating the Effect of ASR Tuning on Named Entity Recognition

Olivier Galibert, Sophie Rosset, Martine Adda-Decker, 2017, INTERSPEECH.

Modeling the Complexity of Manual Annotation Tasks: a Grid of Analysis

Sophie Rosset, Karën Fort, Adeline Nazarenko, 2012, COLING.

Do You Need Embeddings Trained on a Massive Specialized Corpus for Your Clinical Natural Language Processing Task?

Anita Burgun-Parenthoine, Sophie Rosset, Leonardo Campillos Llanos, 2019, MedInfo.

The PEACE SLDS understanding evaluation paradigm of the French MEDIA campaign

Patrick Paroubek, Sophie Rosset, Laurence Devillers, 2003 .

Integrating spoken dialog and question answering: the ritel project

Olivier Galibert, Sophie Rosset, Gabriel Illouz, 2006, INTERSPEECH.

Resources Associated with Named Entities

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

A Metric Learning Approach to Misogyny Categorization

Sophie Rosset, Sahar Ghannay, Hervé Bredin, 2020, REPL4NLP.

Recent Developments in Spoken Language Sytems for Information Retrieval

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 2007 .

The LIMSI Multilingual, Multitask QAst System

Olivier Galibert, Gilles Adda, Sophie Rosset, 2008, CLEF.

Detecting context-dependent sentences in parallel corpora

Sophie Rosset, Rachel Bawden, Thomas Lavergne, 2018, CORIA-TALN-RJC.

Impact of Entity Graphs on Extracting Semantic Relations

Sophie Rosset, Brigitte Grau, Rashedur Rahman, 2017, SIMBig.

Named and Specific Entity Detection in Varied Data: The Quæro Named Entity Baseline Evaluation

Olivier Galibert, Pierre Zweigenbaum, Dominique Laurent, 2010, LREC.

Natural language understanding for task oriented dialog in the biomedical domain in a low ressources context, NIPS Workshop

Sophie Rosset, Leonardo Campillos Llanos, Antoine Neuraz, 2018 .

Language Technologies: Question Answering in Speech Transcripts

Olivier Galibert, Mihai Surdeanu, Sophie Rosset, 2009, Computers in the Human Interaction Loop.

Human annotation of ASR error regions: Is "gravity" a sharable concept for human annotators?

Carole Lailler, Cyril Grouin, Lori Lamel, 2014, LREC.

Annotations for Dynamic Diagnosis of the Dialog State

Lori Lamel, Sophie Rosset, Hélène Bonneau-Maynard, 2002, LREC.

Evaluating Named Entity Recognition

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Appendix 5: Named Entities: Current Definitions

Damien Nouvel, Sophie Rosset, Maud Ehrmann, 2016 .

Fusion of Speech, Faces and Text for Person Identification in TV Broadcast

Georges Quénot, Frédéric Jurie, Sophie Rosset, 2012, ECCV Workshops.

LIHLITH: Aprendiendo a interactuar con las personas mediante la interacción continuada con personas

Arantxa Otegi, Sophie Rosset, Mark Cieliebak, 2019 .

Apprendre des représentations jointes de mots et d’entités pour la désambiguïsation d’entités (Combining Word and Entity Embeddings for Entity Linking)

Romaric Besançon, Sophie Rosset, Anne-Laure Ligozat, 2017, JEPTALNRECITAL.

Proposal for an Extension of Traditional Named Entities: From Guidelines to Evaluation, an Overview

Olivier Galibert, Pierre Zweigenbaum, Cyril Grouin, 2011, Linguistic Annotation Workshop.

Unsupervised naming of speakers in broadcast TV: using written names, pronounced names or both?

Georges Quénot, Sophie Rosset, Laurent Besacier, 2013, INTERSPEECH.

Natural Interaction with Robots, Knowbots and Smartphones, Putting Spoken Dialog Systems into Practice

Sophie Rosset, Joseph Mariani, Laurence Devillers, 2013 .

Overview of QAST 2008

Lori Lamel, Sophie Rosset, Pere Comas, 2008, CLEF.

MACAQ : A Multi Annotated Corpus to Study how we Adapt Answers to Various Questions

Sophie Rosset, Anne Vilnat, Anne Garcia-Fernandez, 2010, LREC.

A CRF-based approach to automatic disfluency detection in a French call-centre corpus

Chloé Clavel, Sophie Rosset, Martine Adda-Decker, 2014, INTERSPEECH.

Field trials of a telephone service for rail travel information

Jean-Luc Gauvain, Lori Lamel, Sophie Rosset, 1996, Proceedings of IVTTA '96. Workshop on Interactive Voice Technology for Telecommunications Applications.

Morpho-Syntactic Study of Errors from Speech Recognition System

Cyril Grouin, Sophie Rosset, Ioana Vasilescu, 2014, LREC.

Overview of QAST 2009

Paolo Rosso, Davide Buscaldi, Olivier Galibert, 2009, CLEF.

On the Role of Discourse Markers in Interactive Spoken Question Answering Systems

Sophie Rosset, Martine Adda-Decker, Ioana Vasilescu, 2010, LREC.

Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System

Pierre Zweigenbaum, Leonardo Campillos-Llanos, Sophie Rosset, 2021, Journal of Medical Systems.

Evaluate On-the-job Learning Dialogue Systems and a Case Study for Natural Language Understanding pdf

Olivier Galibert, Sophie Rosset, Mathilde Veron, 2021, ArXiv.

A phonetic study of vietnamese tones: acoustic and electroglottographic measurements

Christophe d'Alessandro, Sophie Rosset, Vu Ngoc Tuan, 2002, INTERSPEECH.

Methods Combination and ML-based Re-ranking of Multiple Hypothesis for Question-Answering Systems

Sophie Rosset, Brigitte Grau, Arnaud Grappy, 2012 .