Christophe Servan

Orcid: 0000-0003-2306-7075

According to our database1, Christophe Servan authored at least 46 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark.
CoRR, 2024

A Benchmark Evaluation of Clinical Named Entity Recognition in French.
CoRR, 2024

mALBERT: Is a Compact Multilingual BERT Model Still Worth It?
CoRR, 2024


2023

Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2023

Extended Overview of the CLEF-2023 LongEval Lab on Longitudinal Evaluation of Model Performance.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

2022
On the cross-lingual transferability of multilingual prototypical models across NLU tasks.
CoRR, 2022

Benchmarking Transformers-based models on French Spoken Language Understanding tasks.
Proceedings of the Interspeech 2022, 2022

On the Usability of Transformers-based models for a French Question-Answering task - abstract.
Proceedings of the 2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022), 2022

2021
On the Usability of Transformers-based Models for a French Question-Answering Task.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020
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).
Proceedings of the Actes de la 6e conférence conjointe Journées d'Études sur la Parole (JEP, 2020

Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases.
CoRR, 2019

Image search using multilingual texts: a cross-modal learning approach between image and text Maxime Portaz Qwant Research.
CoRR, 2019

Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations à partir de cas cliniques (Document matching and information retrieval using clinical cases).
Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Défi Fouille de Textes (atelier TALN-RECITAL), 2019

Using Whole Document Context in Neural Machine Translation.
Proceedings of the 16th International Conference on Spoken Language Translation, 2019

2017
SYSTRAN Purely Neural MT Engines for WMT2017.
Proceedings of the Second Conference on Machine Translation, 2017

Conception d'une solution de détection d'événements basée sur Twitter (Design of a solution for event detection from Tweeter).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017 - Volume 3, 2017

Adaptation incrémentale de modèles de traduction neuronaux (Incremental adaptation of neural machine translation models).
Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

2016
Domain specialization: a post-training domain adaptation for Neural Machine Translation.
CoRR, 2016

SYSTRAN's Pure Neural Machine Translation Systems.
CoRR, 2016

Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation.
CoRR, 2016

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).
Proceedings of the Actes de la conférence conjointe JEP-TALN-RECITAL 2016. Volume 2 : TALN (Articles longs), 2016

MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Better Evaluation of ASR in Speech Translation Context Using Word Embeddings.
Proceedings of the Interspeech 2016, 2016

Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?
Proceedings of the COLING 2016, 2016

2015
Adaptation par enrichissement terminologique en traduction automatique statistique fondée sur la génération et le filtrage de bi-segments virtuels.
Proceedings of the Actes de la 22e conference sur le Traitement Automatique des Langues Naturelles. Articles courts, 2015

An open-source toolkit for word-level confidence estimation in machine translation.
Proceedings of the 12th International Workshop on Spoken Language Translation: Papers, 2015

2014
Translation project adaptation for MT-enhanced computer assisted translation.
Mach. Transl., 2014

Comparison of data selection techniques for the translation of video lectures.
Proceedings of the 11th Conference of the Association for Machine Translation in the Americas: MT Researchers Track, 2014

2013
Issues in incremental adaptation of statistical MT from human post-edits.
Proceedings of the 2nd Workshop on Post-editing Technology and Practice, 2013

2012
LIUM's SMT Machine Translation Systems for WMT 2012.
Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

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].
Proceedings of the Joint Conference JEP-TALN-RECITAL 2012, 2012

Calculation of Phrase Probabilities for Statistical Machine Translation by using Belief Functions.
Proceedings of the COLING 2012, 2012

2011
Optimising Multiple Metrics with MERT.
Prague Bull. Math. Linguistics, 2011

LIUM's SMT Machine Translation Systems for WMT 2011.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Investigations on Translation Model Adaptation Using Monolingual Data.
Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

2010
On the use of machine translation for spoken language understanding portability.
Proceedings of the IEEE International Conference on Acoustics, 2010

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).
PhD thesis, 2008

Fast call-classification system development without in-domain training data.
Proceedings of the INTERSPEECH 2008, 2008

Semantic composition process in a speech understanding system.
Proceedings of the IEEE International Conference on Acoustics, 2008

Frame-based acoustic feature integration for speech understanding.
Proceedings of the IEEE International Conference on Acoustics, 2008

2006
Décodage conceptuel et apprentissage automatique : application au corpus de dialogue Homme-Machine MEDIA.
Proceedings of the Actes de la 13ème conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2006

Results of the French Evalda-Media evaluation campaign for literal understanding.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Conceptual decoding from word lattices: application to the spoken dialogue corpus MEDIA.
Proceedings of the INTERSPEECH 2006, 2006


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