Alexandre Allauzen

Proceedings of the International Conference on Machine Learning, 2023

A Unified Algebraic Perspective on Lipschitz Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

What does KnowBert-UMLS forget?

[BibT_eX]

[DOI]

Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023

2022

Employee salaries in Texas administrations.

[BibT_eX]

[DOI]

Alexis Cvetkov-Iliev

Gaël Varoquaux

Dataset, January, 2022

Experimental study of Neural ODE training with adaptive solver for dynamical systems modeling.

[BibT_eX]

[DOI]

Thiago Petrilli Maffei Dardis

Hannah Plath

CoRR, 2022

Analytics on Non-Normalized Data Sources: More Learning, Rather Than More Cleaning.

[BibT_eX]

[DOI]

Alexis Cvetkov-Iliev

Gaël Varoquaux

IEEE Access, 2022

Adapting without forgetting: KnowBert-UMLS.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Wireless and Mobile Computing, 2022

Enriching Contextualized Representations with Biomedical Ontologies: Extending KnowBert to UMLS.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Computing, 2022

A Dynamical System Perspective for Lipschitz Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

2021

Leveraging the structure of dynamical systems for data-driven modeling.

[BibT_eX]

[DOI]

CoRR, 2021

Scalable Lipschitz Residual Networks with Convex Potential Flows.

[BibT_eX]

[DOI]

CoRR, 2021

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.

[BibT_eX]

[DOI]

Natalia A. Tomashenko

CoRR, 2021

Transport Optimal pour le Changement Sémantique à partir de Plongements Contextualisés (Optimal Transport for Semantic Change Detection using Contextualised Embeddings ).

[BibT_eX]

[DOI]

Proceedings of the Actes de la 28e Conférence sur le Traitement Automatique des Langues Naturelles. Volume 1 : conférence principale, 2021

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark.

[BibT_eX]

[DOI]

Natalia A. Tomashenko

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

<i>LeBenchmark</i>: A Reproducible Framework for Assessing Self-Supervised Representation Learning from Speech.

[BibT_eX]

[DOI]

Natalia A. Tomashenko

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

État de l'art du changement sémantique à partir de plongements contextualisés.

[BibT_eX]

[DOI]

Antoine Doucet

Proceedings of the COnférence en Recherche d'Informations et Applications, 2021

Measure and Evaluation of Semantic Divergence across Two Languages.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Étude des variations sémantiques à travers plusieurs dimensions (Studying semantic variations through several dimensions ).

[BibT_eX]

[DOI]

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

FlauBERT : des modèles de langue contextualisés pré-entraînés pour le français (FlauBERT : Unsupervised Language Model Pre-training for French).

[BibT_eX]

[DOI]

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

FlauBERT: Unsupervised Language Model Pre-training for French.

[BibT_eX]

[DOI]

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019

Towards Recognizing Phrase Translation Processes: Experiments on English-French.

[BibT_eX]

[DOI]

POLIBITS, 2019

Learning dynamic word embeddings with drift regularisation.

[BibT_eX]

[DOI]

CoRR, 2019

Exploring sentence informativeness.

[BibT_eX]

[DOI]

Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume II : Articles courts, 2019

Apprentissage de plongements de mots dynamiques avec régularisation de la dérive (Learning dynamic word embeddings with drift regularisation).

[BibT_eX]

[DOI]

Proceedings of the Actes de la Conférence sur le Traitement Automatique des Langues Naturelles (TALN) PFIA 2019. Volume I : Articles longs, 2019

Word Usage Similarity Estimation with Sentence Representations and Automatic Substitutes.

[BibT_eX]

[DOI]

Marianna Apidianaki

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

LIMSI-MULTISEM at the IJCAI SemDeep-5 WiC Challenge: Context Representations for Word Usage Similarity Estimation.

[BibT_eX]

[DOI]

Marianna Apidianaki

Proceedings of the 5th Workshop on Semantic Deep Learning, 2019

Empirical Study of Diachronic Word Embeddings for Scarce Data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

2018

A comparative study of word embeddings and other features for lexical complexity detection in French.

[BibT_eX]

[DOI]

Marianna Apidianaki

Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Algorithmes à base d'échantillonage pour l'entraînement de modèles de langue neuronaux (Here the title in English).

[BibT_eX]

[DOI]

Proceedings of the Actes de la Conférence TALN. CORIA-TALN-RJC 2018 - Volume 1, 2018

Learning with Noise-Contrastive Estimation: Easing training by learning to scale.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Unsupervised Learning of Word Segmentation: Does Tone Matter?

[BibT_eX]

[DOI]

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2018

2017

A comparison of discriminative training criteria for continuous space translation models.

[BibT_eX]

[DOI]

Mach. Transl., 2017

Document Neural Autoregressive Distribution Estimation.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2017

Introduction to the special issue on deep learning approaches for machine translation.

[BibT_eX]

[DOI]

Comput. Speech Lang., 2017

LIMSI$@$WMT'17.

[BibT_eX]

[DOI]

Proceedings of the Second Conference on Machine Translation, 2017

Représentations continues dérivées des caractères pour un modèle de langue neuronal à vocabulaire ouvert (Opening the vocabulary of neural language models with character-level word representations).

[BibT_eX]

[DOI]

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles, 2017

Adaptation au domaine pour l'analyse morpho-syntaxique (Domain Adaptation for PoS tagging).

[BibT_eX]

[DOI]

Proceedings of the Actes des 24ème Conférence sur le Traitement Automatique des Langues Naturelles. Orléans, France, June 26-30, 2017, Volume 2, 2017

Character and Subword-Based Word Representation for Neural Language Modeling Prediction.

[BibT_eX]

[DOI]

Proceedings of the First Workshop on Subword and Character Level Models in NLP, 2017

An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters.

[BibT_eX]

[DOI]

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

2016

Apprentissage discriminant de modèles neuronaux pour la traduction automatique.

[BibT_eX]

[DOI]

Trait. Autom. des Langues, 2016

Reordering space design in statistical machine translation.

[BibT_eX]

[DOI]

Lang. Resour. Evaluation, 2016

The QT21/HimL Combined Machine Translation System.

[BibT_eX]

[DOI]

Proceedings of the First Conference on Machine Translation, 2016

The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2016.

[BibT_eX]

[DOI]

Proceedings of the First Conference on Machine Translation, 2016

LIMSI$@$WMT'16: Machine Translation of News.

[BibT_eX]

[DOI]

Proceedings of the First Conference on Machine Translation, 2016

Une méthode non-supervisée pour la segmentation morphologique et l'apprentissage de morphotactique à l'aide de processus de Pitman-Yor (An unsupervised method for joint morphological segmentation and morphotactics learning using Pitman-Yor processes).

[BibT_eX]

[DOI]

Kevin Löser

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

LIMSI@IWSLT'16: MT Track.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Spoken Language Translation, 2016

Preliminary Experiments on Unsupervised Word Discovery in Mboshi.

[BibT_eX]

[DOI]

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

ListNet-based MT Rescoring.

[BibT_eX]

[DOI]

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

LIMSI$@$WMT'15 : Translation Task.

[BibT_eX]

[DOI]

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

The KIT-LIMSI Translation System for WMT 2015.

[BibT_eX]

[DOI]

Proceedings of the Tenth Workshop on Statistical Machine Translation, 2015

Oublier ce qu'on sait, pour mieux apprendre ce qu'on ne sait pas : une étude sur les contraintes de type dans les modèles CRF.

[BibT_eX]

[DOI]

Proceedings of the Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2015

Apprentissage discriminant des modèles continus de traduction.

[BibT_eX]

[DOI]

Proceedings of the Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2015

Non-lexical neural architecture for fine-grained POS Tagging.

[BibT_eX]

[DOI]

Kevin Löser

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

A Discriminative Training Procedure for Continuous Translation Models.

[BibT_eX]

[DOI]

Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality.

[BibT_eX]

[DOI]

Proceedings of the 3rd Workshop on Continuous Vector Space Models and their Compositionality, 2015

2014

Maximum-entropy word alignment and posterior-based phrase extraction for machine translation.

[BibT_eX]

[DOI]

Nadi Tomeh

Mach. Transl., 2014

LIMSI Submission for WMT'14 QE Task.

[BibT_eX]

[DOI]

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

LIMSI $@$ WMT'14 Medical Translation Task.

[BibT_eX]

[DOI]

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

The KIT-LIMSI Translation System for WMT 2014.

[BibT_eX]

[DOI]

Proceedings of the Ninth Workshop on Statistical Machine Translation, 2014

Cross-Lingual POS Tagging through Ambiguous Learning: First Experiments (Apprentissage partiellement supervisé d'un étiqueteur morpho-syntaxique par transfert cross-lingue) [in French].

[BibT_eX]

[DOI]

Proceedings of the Traitement Automatique des Langues Naturelles, 2014

Comparison of scheduling methods for the learning rate of neural network language models (Modèles de langue neuronaux: une comparaison de plusieurs stratégies d'apprentissage) [in French].

[BibT_eX]

[DOI]

Proceedings of the Traitement Automatique des Langues Naturelles, 2014

"Sheldon speaking, Bonjour!": Leveraging Multilingual Tracks for (Weakly) Supervised Speaker Identification.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Rule-based Reordering Space in Statistical Machine Translation.

[BibT_eX]

[DOI]

Nicolas Pécheux

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

LIMSI English-French speech translation system.

[BibT_eX]

[DOI]

Natalia Segal

Proceedings of the 11th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2014, 2014

Discriminative adaptation of continuous space translation models.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Spoken Language Translation: Papers, 2014

Combining techniques from different NN-based language models for machine translation.

[BibT_eX]

[DOI]

Proceedings of the 11th Conference of the Association for Machine Translation in the Americas: MT Researchers Track, 2014

2013

Structured Output Layer Neural Network Language Models for Speech Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Speech Audio Process., 2013

Joint WMT 2013 Submission of the QUAERO Project.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

LIMSI @ WMT13.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Statistical Machine Translation, 2013

A fully discriminative training framework for Statistical Machine Translation (Un cadre d'apprentissage intégralement discriminant pour la traduction statistique) [in French].

[BibT_eX]

[DOI]

Thomas Lavergne

Proceedings of the Traitement Automatique des Langues Naturelles, 2013

Structure learning in hidden conditional random fields for grapheme-to-phoneme conversion.

[BibT_eX]

[DOI]

Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

2012

LIMSI @ WMT12.

[BibT_eX]

[DOI]

Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Joint WMT 2012 Submission of the QUAERO Project.

[BibT_eX]

[DOI]

Proceedings of the Seventh Workshop on Statistical Machine Translation, 2012

Measuring the Influence of Long Range Dependencies with Neural Network Language Models.

[BibT_eX]

[DOI]

Proceedings of the Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, 2012

Continuous Space Translation Models with Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012

Statistical Methods for Machine Translation.

[BibT_eX]

Proceedings of the Textual Information Access: Statistical Models, 2012

2011

Designing an Improved Discriminative Word Aligner.

[BibT_eX]

[DOI]

Int. J. Comput. Linguistics Appl., 2011

From n-gram-based to CRF-based Translation Models.

[BibT_eX]

[DOI]

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Joint WMT Submission of the QUAERO Project.

[BibT_eX]

[DOI]

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

LIMSI @ WMT11.

[BibT_eX]

[DOI]

Proceedings of the Sixth Workshop on Statistical Machine Translation, 2011

Estimation d'un modèle de traduction à partir d'alignements mot-à-mot non-déterministes (Estimating a translation model from non-deterministic word-to-word alignments).

[BibT_eX]

[DOI]

Nadi Tomeh

Proceedings of the Actes de la 18e conférence sur le Traitement Automatique des Langues Naturelles. Articles longs, 2011

How good are your phrases? assessing phrase quality with single class classification.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

LIMSI's experiments in domain adaptation for IWSLT11.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Using Dynamic Time Warping to Compute Prosodic Similarity Measures.

[BibT_eX]

[DOI]

Albert Rilliard

Philippe Boula de Mareüil

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Large Vocabulary SOUL Neural Network Language Models.

[BibT_eX]

[DOI]

Ilya Oparin

Abdelkhalek Messaoudi

Jean-Luc Gauvain

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Structured Output Layer neural network language model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

Discriminative Weighted Alignment Matrices For Statistical Machine Translation.

[BibT_eX]

[DOI]

Nadi Tomeh

Proceedings of the 15th Annual conference of the European Association for Machine Translation, 2011

2010

LIMSI's Statistical Translation Systems for WMT'10.

[BibT_eX]

[DOI]

Josep Maria Crego

Ilknur Durgar El-Kahlout

Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, 2010

LIMSI @ IWSLT 2010.

[BibT_eX]

[DOI]

Josep Maria Crego

Ilknur Durgar El-Kahlout

Guillaume Wisniewski

Proceedings of the 2010 International Workshop on Spoken Language Translation, 2010

Assessing Phrase-Based Translation Models with Oracle Decoding.

[BibT_eX]

[DOI]

Guillaume Wisniewski

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Training Continuous Space Language Models: Some Practical Issues.

[BibT_eX]

[DOI]

Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010

Refining Word Alignment with Discriminative Training.

[BibT_eX]

[DOI]

Proceedings of the 9th Conference of the Association for Machine Translation in the Americas: Research Papers, 2010

2009

Discriminant Models for Word Alignment.

[BibT_eX]

[DOI]

Philippe Boula de Mareüil

Guillaume Wisniewski

Trait. Autom. des Langues, 2009

LIMSI's Statistical Translation Systems for WMT'09.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on Statistical Machine Translation, 2009

Perception of the evolution of prosody in the French broadcast news style.

[BibT_eX]

[DOI]

Albert Rilliard

Proceedings of the 10th Annual Conference of the International Speech Communication Association, 2009

2008

Limsi's Statistical Translation Systems for WMT'08.

[BibT_eX]

[DOI]

Gilles Adda

Proceedings of the Third Workshop on Statistical Machine Translation, 2008

Training and Evaluation of POS Taggers on the French MULTITAG Corpus.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Language Resources and Evaluation, 2008

2007

Modèles statistiques enrichis par la syntaxe pour la traduction automatique.

[BibT_eX]

[DOI]

Holger Schwenk

Proceedings of the Actes de la 14ème conférence sur le Traitement Automatique des Langues Naturelles. Posters, 2007

Combining Morphosyntactic Enriched Representation with n-best Reranking in Statistical Translation.

[BibT_eX]

[DOI]

Holger Schwenk

Proceedings of the NAACL-HLT 2007 / AMTA Workshop on Syntax and Structure in Statistical Translation, 2007

A state-of-the-art statistical machine translation system based on Moses.

[BibT_eX]

[DOI]

Holger Schwenk

Gilles Adda

Proceedings of Machine Translation Summit XI: Papers, 2007

Error detection in confusion network.

[BibT_eX]

[DOI]

Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

2005

Where are we in transcribing French broadcast news?

[BibT_eX]

[DOI]

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Diachronic vocabulary adaptation for broadcast news transcription.

[BibT_eX]

[DOI]

Jean-Luc Gauvain

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Open Vocabulary ASR for Audiovisual Document Indexation.

[BibT_eX]

[DOI]