Christophe Servan

63 papers A 5B 4Misc 5Journal 19Unranked 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Diversity Diet for a Healthier Model: A Case Study of French ModernBERT.
CoRR
Louis Estève, Christophe Servan, Thomas Lavergne, Agata Savary
2025 A conf
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning.
INTERSPEECH
Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset
2025 J jnl
Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning.
CoRR
Pierre Lepagnol, Sahar Ghannay, Thomas Gerald, Christophe Servan, Sophie Rosset
2024 — conf
A Benchmark Evaluation of Clinical Named Entity Recognition in French.
LREC/COLING
Nesrine Bannour, Christophe Servan, Aurélie Névéol, Xavier Tannier
2024 J jnl
A Benchmark Evaluation of Clinical Named Entity Recognition in French.
CoRR
Nesrine Bannour, Christophe Servan, Aurélie Névéol, Xavier Tannier
2024 — conf
Les petits modèles sont bons : une étude empirique de classification dans un contexte zero-shot.
TALN (1)
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2024 — conf
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2024.
ECIR (6)
Rabab Alkhalifa, Hsuvas Borkakoty, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Tobias Fink, Gabriela González Sáez, Petra Galuscáková, Lorraine Goeuriot, David Iommi, Maria Liakata, Harish Tayyar Madabushi, Pablo Medina-Alias, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Arkaitz Zubiaga
2024 — conf
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark.
LREC/COLING
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 J jnl
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark.
CoRR
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 — conf
Nouvelle tâche sémantique pour le corpus de compréhension de parole en français MEDIA.
TALN (JEP)
Nadège Alavoine, Gaëlle Laperrière, Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 — conf
Small Language Models Are Good Too: An Empirical Study of Zero-Shot Classification.
LREC/COLING
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2024 J jnl
Small Language Models are Good Too: An Empirical Study of Zero-Shot Classification.
CoRR
Pierre Lepagnol, Thomas Gerald, Sahar Ghannay, Christophe Servan, Sophie Rosset
2024 — conf
mALBERT: Is a Compact Multilingual BERT Model Still Worth It?
LREC/COLING
Christophe Servan, Sahar Ghannay, Sophie Rosset
2024 J jnl
mALBERT: Is a Compact Multilingual BERT Model Still Worth It?
CoRR
Christophe Servan, Sahar Ghannay, Sophie Rosset
2023 — ed.
Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 1 : travaux de recherche originaux - articles longs, Paris, France, June 5-9, 2023
CORIA-TALN (1)
Christophe Servan, Anne Vilnat
2023 — ed.
Actes de CORIA-TALN 2023. Actes de la 30e Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2023 - Volume 2 : travaux de recherche originaux - articles courts, Paris, France, June 5-9, 2023
CORIA-TALN (2)
Christophe Servan, Anne Vilnat
2023 — conf
Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF (Working Notes)
Rabab Alkhalifa, Iman Munire Bilal, Hsuvas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela Nicole González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga
2023 — conf
LongEval: Longitudinal Evaluation of Model Performance at CLEF 2023.
ECIR (3)
Rabab Alkhalifa, Iman Munire Bilal, Hsubhas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Harish Tayyar Madabushi, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Arkaitz Zubiaga
2023 — conf
Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
CLEF
Rabab Alkhalifa, Iman Munire Bilal, Hsuvas Borkakoty, José Camacho-Collados, Romain Deveaud, Alaa El-Ebshihy, Luis Espinosa Anke, Gabriela González Sáez, Petra Galuscáková, Lorraine Goeuriot, Elena Kochkina, Maria Liakata, Daniel Loureiro, Philippe Mulhem, Florina Piroi, Martin Popel, Christophe Servan, Harish Tayyar Madabushi, Arkaitz Zubiaga
2022 A conf
Benchmarking Transformers-based models on French Spoken Language Understanding tasks.
INTERSPEECH
Oralie Cattan, Sahar Ghannay, Christophe Servan, Sophie Rosset
2022 J jnl
Benchmarking Transformers-based models on French Spoken Language Understanding tasks.
CoRR
Oralie Cattan, Sahar Ghannay, Christophe Servan, Sophie Rosset
2022 — conf
On the Usability of Transformers-based models for a French Question-Answering task - abstract.
CIRCLE
Oralie Cattan, Christophe Servan, Sophie Rosset
2022 J jnl
On the Usability of Transformers-based models for a French Question-Answering task.
CoRR
Oralie Cattan, Christophe Servan, Sophie Rosset
2022 J jnl
On the cross-lingual transferability of multilingual prototypical models across NLU tasks.
CoRR
Oralie Cattan, Christophe Servan, Sophie Rosset
2021 Misc conf
On the Usability of Transformers-based Models for a French Question-Answering Task.
RANLP
Oralie Cattan, Christophe Servan, Sophie Rosset
2020 — conf
Conception d'un système de détection d'intention pour un moteur de recherche sur Internet (Designing a User Intention Detection system for a Web Search Engine).
JEP-TALN-RECITAL (Demos)
Estelle Maudet, Christophe Servan
2020 B conf
Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task.
COLING
Sahar Ghannay, Christophe Servan, Sophie Rosset
2019 J jnl
Image search using multilingual texts: a cross-modal learning approach between image and text Maxime Portaz Qwant Research.
CoRR
Maxime Portaz, Hicham Randrianarivo, Adrien Nivaggioli, Estelle Maudet, Christophe Servan, Sylvain Peyronnet
2019 — conf
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations à partir de cas cliniques (Document matching and information retrieval using clinical cases).
PFIA (Défi Fouille de Textes)
Estelle Maudet, Oralie Cattan, Maureen de Seyssel, Christophe Servan
2019 J jnl
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases.
CoRR
Estelle Maudet, Oralie Cattan, Maureen de Seyssel, Christophe Servan
2019 — conf
Using Whole Document Context in Neural Machine Translation.
IWSLT
Valentin Macé, Christophe Servan
2019 J jnl
Using Whole Document Context in Neural Machine Translation.
CoRR
Valentin Macé, Christophe Servan
2017 — conf
Adaptation incrémentale de modèles de traduction neuronaux (Incremental adaptation of neural machine translation models).
TALN (2)
Christophe Servan, Josep Maria Crego, Jean Senellart
2017 — conf
Conception d'une solution de détection d'événements basée sur Twitter (Design of a solution for event detection from Tweeter).
TALN (3)
Christophe Servan, Catherine Kobus, Yongchao Deng, Cyril Touffet, Jungi Kim, Inès Kapp, Djamel Mostefa, Josep Maria Crego, Aurélien Coquard, Jean Senellart
2017 — conf
SYSTRAN Purely Neural MT Engines for WMT2017.
WMT
Yongchao Deng, Jungi Kim, Guillaume Klein, Catherine Kobus, Natalia Segal, Christophe Servan, Bo Wang, Dakun Zhang, Josep Maria Crego, Jean Senellart
2017 J jnl
SYSTRAN Purely Neural MT Engines for WMT2017.
CoRR
Yongchao Deng, Jungi Kim, Guillaume Klein, Catherine Kobus, Natalia Segal, Christophe Servan, Bo Wang, Dakun Zhang, Josep Maria Crego, Jean Senellart
2016 A conf
Better Evaluation of ASR in Speech Translation Context Using Word Embeddings.
INTERSPEECH
Ngoc-Tien Le, Christophe Servan, Benjamin Lecouteux, Laurent Besacier
2016 J jnl
Domain specialization: a post-training domain adaptation for Neural Machine Translation.
CoRR
Christophe Servan, Josep Maria Crego, Jean Senellart
2016 J jnl
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation.
CoRR
Alexandre Berard, Olivier Pietquin, Christophe Servan, Laurent Besacier
2016 B conf
MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP.
LREC
Alexandre Berard, Christophe Servan, Olivier Pietquin, Laurent Besacier
2016 J jnl
SYSTRAN's Pure Neural Machine Translation Systems.
CoRR
Josep Maria Crego, Jungi Kim, Guillaume Klein, Anabel Rebollo, Kathy Yang, Jean Senellart, Egor Akhanov, Patrice Brunelle, Aurélien Coquard, Yongchao Deng, Satoshi Enoue, Chiyo Geiss, Joshua Johanson, Ardas Khalsa, Raoum Khiari, Byeongil Ko, Catherine Kobus, Jean Lorieux, Leidiana Martins, Dang-Chuan Nguyen, Alexandra Priori, Thomas Riccardi, Natalia Segal, Christophe Servan, Cyril Tiquet, Bo Wang, Jin Yang, Dakun Zhang, Jing Zhou, Peter Zoldan
2016 — conf
Word2Vec vs DBnary ou comment (ré)concilier représentations distribuées et réseaux lexico-sémantiques ? Le cas de l'évaluation en traduction automatique (Word2Vec vs DBnary or how to bring back together vector representations and lexical resources ? A case study for machine translation evaluation).
JEP-TALN-RECITAL (2)
Christophe Servan, Zied Elloumi, Hervé Blanchon, Laurent Besacier
2016 B conf
Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
COLING
Christophe Servan, Alexandre Berard, Zied Elloumi, Hervé Blanchon, Laurent Besacier
2016 J jnl
Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
CoRR
Christophe Servan, Alexandre Berard, Zied Elloumi, Hervé Blanchon, Laurent Besacier
2015 — conf
Adaptation par enrichissement terminologique en traduction automatique statistique fondée sur la génération et le filtrage de bi-segments virtuels.
TALN
Christophe Servan, Marc Dymetman
2015 — conf
An open-source toolkit for word-level confidence estimation in machine translation.
IWSLT
Christophe Servan, Ngoc-Tien Le, Ngoc-Quang Luong, Benjamin Lecouteux, Laurent Besacier
2014 Misc conf
Comparison of data selection techniques for the translation of video lectures.
AMTA
Joern Wuebker, Hermann Ney, Adria A. Martinez-Villaronga, Adrià Giménez, Alfons Juan, Christophe Servan, Marc Dymetman, Shachar Mirkin
2014 J jnl
Translation project adaptation for MT-enhanced computer assisted translation.
Mach. Transl.
Mauro Cettolo, Nicola Bertoldi, Marcello Federico, Holger Schwenk, Loïc Barrault, Christophe Servan
2013 — conf
Issues in incremental adaptation of statistical MT from human post-edits.
WPTP@MTSummit
Mauro Cettolo, Christophe Servan, Nicola Bertoldi, Marcello Federico, Loïc Barrault, Holger Schwenk
2012 — conf
Calculation of Phrase Probabilities for Statistical Machine Translation by using Belief Functions.
COLING (Posters)
Christophe Servan, Simon Petitrenaud
2012 — conf
LIUM's SMT Machine Translation Systems for WMT 2012.
WMT@NAACL-HLT
Christophe Servan, Patrik Lambert, Anthony Rousseau, Holger Schwenk, Loïc Barrault
2012 — conf
Utilisation des fonctions de croyance pour l'estimation de paramètres en traduction automatique (Feature calculation for Statistical Machine Translation by using belief functions) [in French].
JEP-TALN-RECITAL
Christophe Servan, Simon Petitrenaud
2011 — conf
Investigations on Translation Model Adaptation Using Monolingual Data.
WMT@EMNLP
Patrik Lambert, Holger Schwenk, Christophe Servan, Sadaf Abdul-Rauf
2011 — conf
LIUM's SMT Machine Translation Systems for WMT 2011.
WMT@EMNLP
Holger Schwenk, Patrik Lambert, Loïc Barrault, Christophe Servan, Sadaf Abdul-Rauf, Haithem Afli, Kashif Shah
2011 J jnl
Optimising Multiple Metrics with MERT.
Prague Bull. Math. Linguistics
Christophe Servan, Holger Schwenk
2010 Misc conf
On the use of machine translation for spoken language understanding portability.
ICASSP
Christophe Servan, Nathalie Camelin, Christian Raymond, Frédéric Béchet, Renato De Mori
2008 — —
Apprentissage automatique et compréhension dans le cadre d'un dialogue homme-machine téléphonique à initiative mixte. (Corpus-based spoken language understanding for mixed initiative spoken dialog systems).
Christophe Servan
2008 A conf
Fast call-classification system development without in-domain training data.
INTERSPEECH
Christophe Servan, Frédéric Béchet
2008 Misc conf
Frame-based acoustic feature integration for speech understanding.
ICASSP
Loïc Barrault, Christophe Servan, Driss Matrouf, Georges Linarès, Renato De Mori
2008 Misc conf
Semantic composition process in a speech understanding system.
ICASSP
Frédéric Duvert, Marie-Jean Meurs, Christophe Servan, Frédéric Béchet, Fabrice Lefèvre, Renato De Mori
2006 A conf
Conceptual decoding from word lattices: application to the spoken dialogue corpus MEDIA.
INTERSPEECH
Christophe Servan, Christian Raymond, Frédéric Béchet, Pascal Nocera
2006 — conf
Décodage conceptuel et apprentissage automatique : application au corpus de dialogue Homme-Machine MEDIA.
TALN (Articles longs)
Christophe Servan, Frédéric Béchet
2006 B conf
Results of the French Evalda-Media evaluation campaign for literal understanding.
LREC
Hélène Bonneau-Maynard, Christelle Ayache, Frédéric Béchet, Alexandre Denis, Anne Kuhn, Fabrice Lefèvre, Djamel Mostefa, Matthieu Quignard, Sophie Rosset, Christophe Servan, Jeanne Villaneau