Transformation Invariant Autoassociation with Application to Handwritten Character Recognition. - Holger Schwenk; Maurice Milgram (NIPS, 1994)

A new distance measure for online character recognition. - Holger Schwenk; Maurice Milgram (ICNN, 1996)

Constraint tangent distance for on-line character recognition. - Holger Schwenk; Maurice Milgram (ICPR, 1996)

AdaBoosting Neural Networks: Application to on-line Character Recognition. - Holger Schwenk; Yoshua Bengio (ICANN, 1997)

Training Methods for Adaptive Boosting of Neural Networks. - Holger Schwenk; Yoshua Bengio (NIPS, 1997)

The Diabolo Classifier. - Holger Schwenk (Neural Comput., 1998)

Using boosting to improve a hybrid HMM/neural network speech recognizer. - Holger Schwenk (ICASSP, 1999)

Combining multiple speech recognizers using voting and language model information. - Holger Schwenk; Jean-Luc Gauvain (INTERSPEECH, 2000)

Boosting Neural Networks. - Holger Schwenk; Yoshua Bengio (Neural Comput., 2000)

Connectionist language modeling for large vocabulary continuous speech recognition. - Holger Schwenk; Jean-Luc Gauvain (ICASSP, 2002)

Conversational telephone speech recognition. - Jean-Luc Gauvain; Lori Lamel; Holger Schwenk; Gilles Adda; Langzhou Chen; Fabrice Lefèvre (ICASSP (1), 2003)

Speech transcription in multiple languages. - Lori Lamel; Jean-Luc Gauvain; Gilles Adda; Martine Adda-Decker; Leonardo Canseco-Rodriguez; Langzhou Chen; Olivier Galibert; Abdelkhalek Messaoudi; Holger Schwenk (ICASSP (3), 2004)

Speech recognition in multiple languages and domains: the 2003 BBN/LIMSI EARS system. - Richard M. Schwartz; Thomas Colthurst; Nicolae Duta; Herbert Gish; Rukmini Iyer; Chia-Lin Kao; Daben Liu; Owen Kimball; Jeff Z. Ma; John Makhoul; Spyros Matsoukas; Long Nguyen 001; et al. (ICASSP (3), 2004)

Efficient training of large neural networks for language modeling. - Holger Schwenk (IJCNN, 2004)

Language recognition using phone latices. - Jean-Luc Gauvain; Abdelkhalek Messaoudi; Holger Schwenk (INTERSPEECH, 2004)

Neural network language models for conversational speech recognition. - Holger Schwenk; Jean-Luc Gauvain (INTERSPEECH, 2004)

Where are we in transcribing French broadcast news? - Jean-Luc Gauvain; Gilles Adda; Martine Adda-Decker; Alexandre Allauzen; Véronique Gendner; Lori Lamel; Holger Schwenk (INTERSPEECH, 2005)

The 2004 BBN/LIMSI 20xRT English conversational telephone speech recognition system. - Rohit Prasad; Spyros Matsoukas; Chia-Lin Kao; Jeff Z. Ma; Dongxin Xu; Thomas Colthurst; Owen Kimball; Richard M. Schwartz; Jean-Luc Gauvain; Lori Lamel; Holger Schwenk; Gilles Adda; et al. (INTERSPEECH, 2005)

Building continuous space language models for transcribing european languages. - Holger Schwenk; Jean-Luc Gauvain (INTERSPEECH, 2005)

Training Neural Network Language Models on Very Large Corpora. - Holger Schwenk; Jean-Luc Gauvain (HLT/EMNLP, 2005)

Continuous Space Language Models for Statistical Machine Translation. - Holger Schwenk; Daniel Déchelotte; Jean-Luc Gauvain (ACL, 2006)

Continuous space language models for the IWSLT 2006 task. - Holger Schwenk; Marta R. Costa-jussà; José A. R. Fonollosa (IWSLT, 2006)

The LIMSI RT06s Lecture Transcription System. - Lori Lamel; Éric Bilinski; Gilles Adda; Jean-Luc Gauvain; Holger Schwenk (MLMI, 2006)

Advances in transcription of broadcast news and conversational telephone speech within the combined EARS BBN/LIMSI system. - Spyridon Matsoukas; Jean-Luc Gauvain; Gilles Adda; Thomas Colthurst; Chia-Lin Kao; Owen Kimball; Lori Lamel; Fabrice Lefèvre; Jeff Z. Ma; John Makhoul; Long Nguyen 001; Rohit Prasad; et al. (IEEE Trans. Speech Audio Process., 2006)

Smooth Bilingual N-Gram Translation. - Holger Schwenk; Marta R. Costa-jussà; José A. R. Fonollosa (EMNLP-CoNLL, 2007)

The LIMSI 2006 TC-STAR EPPS Transcription Systems. - Lori Lamel; Jean-Luc Gauvain; Gilles Adda; Claude Barras; Éric Bilinski; Olivier Galibert; Agusti Pujol; Holger Schwenk; Xuan Zhu 001 (ICASSP (4), 2007)

Improved machine translation of speech-to-text outputs. - Daniel Déchelotte; Holger Schwenk; Gilles Adda; Jean-Luc Gauvain (INTERSPEECH, 2007)

The TALP n-gram-based SMT system for IWSLT 2007. - Patrik Lambert; Marta R. Costa-jussà; Josep Maria Crego; Maxim Khalilov; José B. Mariño; Rafael E. Banchs; José A. R. Fonollosa; Holger Schwenk (IWSLT, 2007)

A state-of-the-art statistical machine translation system based on Moses. - Daniel Déchelotte; Holger Schwenk; Hélène Bonneau-Maynard; Alexandre Allauzen; Gilles Adda (MTSummit, 2007)

Combining Morphosyntactic Enriched Representation with n-best Reranking in Statistical Translation. - Hélène Bonneau-Maynard; Alexandre Allauzen; Daniel Déchelotte; Holger Schwenk (SSST@HLT-NAACL, 2007)

Modèles statistiques enrichis par la syntaxe pour la traduction automatique. - Holger Schwenk; Daniel Déchelotte; Hélène Bonneau-Maynard; Alexandre Allauzen (TALN (Posters), 2007)

Building a Statistical Machine Translation System for French Using the Europarl Corpus. - Holger Schwenk (WMT@ACL, 2007)

Continuous space language models. - Holger Schwenk (Comput. Speech Lang., 2007)

Large and Diverse Language Models for Statistical Machine Translation. - Holger Schwenk; Philipp Koehn (IJCNLP, 2008)

Data selection and smoothing in an open-source system for the 2008 NIST machine translation evaluation. - Holger Schwenk; Yannick Estève (INTERSPEECH, 2008)

Investigations on large-scale lightly-supervised training for statistical machine translation. - Holger Schwenk (IWSLT, 2008)

The LIUM Arabic/English statistical machine translation system for IWSLT 2008. - Holger Schwenk; Yannick Estève; Sadaf Abdul-Rauf (IWSLT, 2008)

First Steps towards a General Purpose French/English Statistical Machine Translation System. - Holger Schwenk; Jean-Baptiste Fouet; Jean Senellart (WMT@ACL, 2008)

System Combination for Machine Translation of Spoken and Written Language. - Evgeny Matusov; Gregor Leusch; Rafael E. Banchs; Nicola Bertoldi; Daniel Déchelotte; Marcello Federico; Muntsin Kolss; Young-Suk Lee 001; José B. Mariño; Matthias Paulik; Salim Roukos; Holger Schwenk; et al. (IEEE Trans. Speech Audio Process., 2008)

Trends and challenges in language modeling for speech recognition and machine translation. - Holger Schwenk (ASRU, 2009)

On the Use of Comparable Corpora to Improve SMT performance. - Sadaf Abdul-Rauf; Holger Schwenk (EACL, 2009)

LIUM's statistical machine translation systems for IWSLT 2009. - Holger Schwenk; Loïc Barrault; Yannick Estève; Patrik Lambert (IWSLT, 2009)

LIUM's statistical machine translation system for IWSLT 2009. - Holger Schwenk; Loïc Barrault; Yannick Estève; Patrik Lambert (IWSLT (Evaluation Campaign), 2009)

Translation Model Adaptation for an Arabic/French News Translation System by Lightly- Supervised Training. - Holger Schwenk; Jean Senellart (MTSummit, 2009)

SMT and SPE Machine Translation Systems for WMT'09. - Holger Schwenk; Sadaf Abdul-Rauf; Loïc Barrault; Jean Senellart (WMT@EACL, 2009)

N-gram-based machine translation enhanced with neural networks for the French-English BTEC-IWSLT'10 task. - Francisco Zamora-Martínez; María José Castro Bleda; Holger Schwenk (IWSLT, 2010)

Adaptation d'un Système de Traduction Automatique Statistique avec des Ressources monolingues. - Holger Schwenk (TALN (Articles longs), 2010)

LIUM SMT Machine Translation System for WMT 2010. - Patrik Lambert; Sadaf Abdul-Rauf; Holger Schwenk (WMT@ACL, 2010)

Translation Model Adaptation by Resampling. - Kashif Shah; Loïc Barrault; Holger Schwenk (WMT@ACL, 2010)

Continuous-Space Language Models for Statistical Machine Translation. - Holger Schwenk (Prague Bull. Math. Linguistics, 2010)

Exploiting Comparable Corpora with TER and TERp. - Sadaf Abdul-Rauf; Holger Schwenk (BUCC@ACL/IJCNLP, 2011)

Parametric Weighting of Parallel Data for Statistical Machine Translation. - Kashif Shah; Loïc Barrault; Holger Schwenk (IJCNLP, 2011)

LIUM's systems for the IWSLT 2011 speech translation tasks. - Anthony Rousseau; Fethi Bougares; Paul Deléglise; Holger Schwenk; Yannick Estève (IWSLT, 2011)

Qualitative Analysis of Post-Editing for High Quality Machine Translation. - Frédéric Blain; Jean Senellart; Holger Schwenk; Mirko Plitt; Johann Roturier (MTSummit, 2011)

LIUM's Statistical Machine Translation System for the NTCIR Chinese/English PatentMT. - Holger Schwenk; Sadaf Abdul-Rauf (NTCIR, 2011)

Investigations on Translation Model Adaptation Using Monolingual Data. - Patrik Lambert; Holger Schwenk; Christophe Servan; Sadaf Abdul-Rauf (WMT@EMNLP, 2011)

LIUM's SMT Machine Translation Systems for WMT 2011. - Holger Schwenk; Patrik Lambert; Loïc Barrault; Christophe Servan; Sadaf Abdul-Rauf; Haithem Afli; Kashif Shah (WMT@EMNLP, 2011)

Parallel sentence generation from comparable corpora for improved SMT. - Sadaf Abdul-Rauf; Holger Schwenk (Mach. Transl., 2011)

Optimising Multiple Metrics with MERT. - Christophe Servan; Holger Schwenk (Prague Bull. Math. Linguistics, 2011)

Continuous Space Translation Models for Phrase-Based Statistical Machine Translation. - Holger Schwenk (COLING (Posters), 2012)

Collaborative Machine Translation Service for Scientific texts. - Patrik Lambert; Jean Senellart; Laurent Romary; Holger Schwenk; Florian Zipser; Patrice Lopez; Frédéric Blain (EACL, 2012)

Semi-supervised transliteration mining from parallel and comparable corpora. - Walid Aransa; Holger Schwenk; Loïc Barrault (IWSLT, 2012)

Incremental adaptation using translation information and post-editing analysis. - Frédéric Blain; Holger Schwenk; Jean Senellart (IWSLT, 2012)

Automatic Translation of Scientific Documents in the HAL Archive. - Patrik Lambert; Holger Schwenk; Frédéric Blain (LREC, 2012)

Large, Pruned or Continuous Space Language Models on a GPU for Statistical Machine Translation. - Holger Schwenk; Anthony Rousseau; Mohammed Attik (WLM@NAACL-HLT, 2012)

Parallel Texts Extraction from Multimodal Comparable Corpora. - Haithem Afli; Loïc Barrault; Holger Schwenk (JapTAL, 2012)

Traduction automatique à partir de corpus comparables: extraction de phrases parallèles à partir de données comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from mul- timodal comparable corpora) [in French]. - Haithem Afli; Loïc Barrault; Holger Schwenk (JEP-TALN-RECITAL, 2012)

LIUM's SMT Machine Translation Systems for WMT 2012. - Christophe Servan; Patrik Lambert; Anthony Rousseau; Holger Schwenk; Loïc Barrault (WMT@NAACL-HLT, 2012)

A Multi-Domain Translation Model Framework for Statistical Machine Translation. - Rico Sennrich; Holger Schwenk; Walid Aransa (ACL (1), 2013)

Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction. - Haithem Afli; Loïc Barrault; Holger Schwenk (IJCNLP, 2013)

CSLM - a modular open-source continuous space language modeling toolkit. - Holger Schwenk (INTERSPEECH, 2013)

Issues in incremental adaptation of statistical MT from human post-edits. - Mauro Cettolo; Christophe Servan; Nicola Bertoldi; Marcello Federico; Loïc Barrault; Holger Schwenk (WPTP@MTSummit, 2013)

The Matecat Tool. - Marcello Federico; Nicola Bertoldi; Mauro Cettolo; Matteo Negri; Marco Turchi; Marco Trombetti; Alessandro Cattelan; Antonio Farina; Domenico Lupinetti; Andrea Martines; Alberto Massidda; Holger Schwenk; et al. (COLING (Demos), 2014)

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. - Kyunghyun Cho; Bart van Merrienboer; Çaglar Gülçehre; Dzmitry Bahdanau; Fethi Bougares; Holger Schwenk; Yoshua Bengio (EMNLP, 2014)

LIUM English-to-French spoken language translation system and the Vecsys/LIUM automatic speech recognition system for Italian language for IWSLT 2014. - Anthony Rousseau; Loïc Barrault; Paul Deléglise; Yannick Estève; Holger Schwenk; Samir Bennacef; Armando Muscariello; Stephan Vanni (IWSLT (Evaluation Campaign), 2014)

Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. - Kyunghyun Cho; Bart van Merrienboer; Çaglar Gülçehre; Fethi Bougares; Holger Schwenk; Yoshua Bengio (CoRR, 2014)

Translation project adaptation for MT-enhanced computer assisted translation. - Mauro Cettolo; Nicola Bertoldi; Marcello Federico; Holger Schwenk; Loïc Barrault; Christophe Servan (Mach. Transl., 2014)

Incremental Adaptation Strategies for Neural Network Language Models. - Alex Ter-Sarkisov; Holger Schwenk; Fethi Bougares; Loïc Barrault (CVSC, 2015)

Improving continuous space language models auxiliary features. - Walid Aransa; Holger Schwenk; Loïc Barrault (IWSLT, 2015)

Continuous Adaptation to User Feedback for Statistical Machine Translation. - Frédéric Blain; Fethi Bougares; Amir Hazem; Loïc Barrault; Holger Schwenk (HLT-NAACL, 2015)

On Using Monolingual Corpora in Neural Machine Translation. - Çaglar Gülçehre; Orhan Firat; Kelvin Xu; Kyunghyun Cho; Loïc Barrault; Huei-Chi Lin; Fethi Bougares; Holger Schwenk; Yoshua Bengio (CoRR, 2015)

Very Deep Convolutional Networks for Natural Language Processing. - Alexis Conneau; Holger Schwenk; Loïc Barrault; Yann LeCun (CoRR, 2016)

OCR Error Correction Using Statistical Machine Translation. - Haithem Afli; Loïc Barrault; Holger Schwenk (Int. J. Comput. Linguistics Appl., 2016)

Building and using multimodal comparable corpora for machine translation. - Haithem Afli; Loïc Barrault; Holger Schwenk (Nat. Lang. Eng., 2016)

Empirical Use of Information Retrieval to Build Synthetic Data for SMT Domain Adaptation. - Sadaf Abdul-Rauf; Holger Schwenk; Patrik Lambert; Mohammad Nawaz (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Very Deep Convolutional Networks for Text Classification. - Alexis Conneau; Holger Schwenk; Loïc Barrault; Yann LeCun (EACL (1), 2017)

Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. - Alexis Conneau; Douwe Kiela; Holger Schwenk; Loïc Barrault; Antoine Bordes (EMNLP, 2017)

Learning Joint Multilingual Sentence Representations with Neural Machine Translation. - Holger Schwenk; Matthijs Douze (Rep4NLP@ACL, 2017)

Learning Joint Multilingual Sentence Representations with Neural Machine Translation. - Holger Schwenk; Ke M. Tran; Orhan Firat; Matthijs Douze (CoRR, 2017)

Parallel fragments : Measuring their impact on translation performance. - Sadaf Abdul-Rauf; Holger Schwenk; Mohammad Nawaz (Comput. Speech Lang., 2017)

Introduction to the special issue on deep learning approaches for machine translation. - Marta R. Costa-jussà; Alexandre Allauzen; Loïc Barrault; Kyunghyun Cho; Holger Schwenk (Comput. Speech Lang., 2017)

Filtering and Mining Parallel Data in a Joint Multilingual Space. - Holger Schwenk (ACL (2), 2018)

XNLI: Evaluating Cross-lingual Sentence Representations. - Alexis Conneau; Ruty Rinott; Guillaume Lample; Adina Williams; Samuel R. Bowman; Holger Schwenk; Veselin Stoyanov (EMNLP, 2018)

A Corpus for Multilingual Document Classification in Eight Languages. - Holger Schwenk; Xian Li 003 (LREC, 2018)

Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs. - Holger Schwenk; Douwe Kiela; Matthijs Douze (AAAI, 2019)

Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings. - Mikel Artetxe; Holger Schwenk (ACL (1), 2019)

Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings. - Vishrav Chaudhary; Yuqing Tang; Francisco Guzmán; Holger Schwenk; Philipp Koehn (WMT (3), 2019)

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. - Holger Schwenk; Guillaume Wenzek; Sergey Edunov; Edouard Grave; Armand Joulin (CoRR, 2019)

Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond. - Mikel Artetxe; Holger Schwenk (Trans. Assoc. Comput. Linguistics, 2019)

MLQA: Evaluating Cross-lingual Extractive Question Answering. - Patrick Lewis 001; Barlas Oguz; Ruty Rinott; Sebastian Riedel 001; Holger Schwenk (ACL, 2020)

A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical MT. - Kashif Shah; Loïc Barrault; Holger Schwenk (AMTA, 2020)

Searching the Web for Cross-lingual Parallel Data. - Ahmed El-Kishky; Philipp Koehn; Holger Schwenk (SIGIR, 2020)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (CoRR, 2020)

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. - Holger Schwenk; Guillaume Wenzek; Sergey Edunov; Edouard Grave; Armand Joulin; Angela Fan (ACL/IJCNLP (1), 2021)

WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. - Holger Schwenk; Vishrav Chaudhary; Shuo Sun; Hongyu Gong; Francisco Guzmán (EACL, 2021)

FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task. - Yun Tang 002; Hongyu Gong; Xian Li 003; Changhan Wang; Juan Miguel Pino; Holger Schwenk; Naman Goyal 001 (IWSLT, 2021)

Multimodal and Multilingual Embeddings for Large-Scale Speech Mining. - Paul-Ambroise Duquenne; Hongyu Gong; Holger Schwenk (NeurIPS, 2021)

Embedding Arithmetic for Text-driven Image Transformation. - Guillaume Couairon; Matthieu Cord; Matthijs Douze; Holger Schwenk (CoRR, 2021)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (CoRR, 2021)

Beyond English-Centric Multilingual Machine Translation. - Angela Fan; Shruti Bhosale; Holger Schwenk; Zhiyi Ma; Ahmed El-Kishky; Siddharth Goyal; Mandeep Baines; Onur Celebi; Guillaume Wenzek; Vishrav Chaudhary; Naman Goyal 001; Tom Birch; et al. (J. Mach. Learn. Res., 2021)

Embedding Arithmetic of Multimodal Queries for Image Retrieval. - Guillaume Couairon; Matthijs Douze; Matthieu Cord; Holger Schwenk (CVPR Workshops, 2022)

FlexIT: Towards Flexible Semantic Image Translation. - Guillaume Couairon; Asya Grechka; Jakob Verbeek; Holger Schwenk; Matthieu Cord (CVPR, 2022)

stopes - Modular Machine Translation Pipelines. - Pierre Andrews; Guillaume Wenzek; Kevin Heffernan; Onur Çelebi; Anna Y. Sun; Ammar Kamran; Yingzhe Guo; Alexandre Mourachko; Holger Schwenk; Angela Fan (EMNLP (Demos), 2022)

T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. - Paul-Ambroise Duquenne; Hongyu Gong; Benoît Sagot; Holger Schwenk (EMNLP, 2022)

Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages. - Kevin Heffernan; Onur Çelebi; Holger Schwenk (EMNLP (Findings), 2022)

Textless Speech-to-Speech Translation on Real Data. - Ann Lee 001; Hongyu Gong; Paul-Ambroise Duquenne; Holger Schwenk; Peng-Jen Chen; Changhan Wang; Sravya Popuri; Yossi Adi; Juan Miguel Pino; Jiatao Gu; Wei-Ning Hsu (NAACL-HLT, 2022)

Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. - David Ifeoluwa Adelani; Md Mahfuz Ibn Alam; Antonios Anastasopoulos; Akshita Bhagia; Marta R. Costa-jussà; Jesse Dodge; Fahim Faisal; Christian Federmann; Natalia Fedorova; Francisco Guzmán; Sergey Koshelev; Jean Maillard; et al. (WMT, 2022)

No Language Left Behind: Scaling Human-Centered Machine Translation. - Marta R. Costa-jussà; James Cross 003; Onur Çelebi; Maha Elbayad; Kenneth Heafield; Kevin Heffernan; Elahe Kalbassi; Janice Lam; Daniel Licht; Jean Maillard; Anna Y. Sun; Skyler Wang; et al. (CoRR, 2022)

BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. - Mingda Chen; Paul-Ambroise Duquenne; Pierre Andrews; Justine Kao; Alexandre Mourachko; Holger Schwenk; Marta R. Costa-jussà (ACL (1), 2023)

xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages. - Mingda Chen; Kevin Heffernan; Onur Çelebi; Alexandre Mourachko; Holger Schwenk (ACL (2), 2023)

Speech-to-Speech Translation for a Real-world Unwritten Language. - Peng-Jen Chen; Kevin Tran; Yilin Yang; Jingfei Du; Justine Kao; Yu-An Chung; Paden Tomasello; Paul-Ambroise Duquenne; Holger Schwenk; Hongyu Gong; Hirofumi Inaguma; Sravya Popuri; et al. (ACL (Findings), 2023)

SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. - Paul-Ambroise Duquenne; Hongyu Gong; Ning Dong; Jingfei Du; Ann Lee 001; Vedanuj Goswami; Changhan Wang; Juan Pino 001; Benoît Sagot; Holger Schwenk (ACL (1), 2023)

Multilingual Representation Distillation with Contrastive Learning. - Weiting Tan; Kevin Heffernan; Holger Schwenk; Philipp Koehn (EACL, 2023)

DiffEdit: Diffusion-based semantic image editing with mask guidance. - Guillaume Couairon; Jakob Verbeek; Holger Schwenk; Matthieu Cord (ICLR, 2023)

Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (INTERSPEECH, 2023)

SONAR: Sentence-Level Multimodal and Language-Agnostic Representations. - Paul-Ambroise Duquenne; Holger Schwenk; Benoît Sagot (CoRR, 2023)

SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. - Seamless Communication; Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Paul-Ambroise Duquenne; Hady Elsahar; Hongyu Gong; Kevin Heffernan; John Hoffman; Christopher Klaiber; et al. (CoRR, 2023)

Seamless: Multilingual Expressive and Streaming Speech Translation. - Loïc Barrault; Yu-An Chung; Mariano Coria Meglioli; David Dale; Ning Dong; Mark Duppenthaler; Paul-Ambroise Duquenne; Brian Ellis; Hady Elsahar; Justin Haaheim; John Hoffman; Min-Jae Hwang; et al. (CoRR, 2023)

Aligning Speech Segments Beyond Pure Semantics. - Kevin Heffernan; Artyom Kozhevnikov; Loïc Barrault; Alexandre Mourachko; Holger Schwenk (ACL (Findings), 2024)

Large Concept Models: Language Modeling in a Sentence Representation Space. - LCM team; Loïc Barrault; Paul-Ambroise Duquenne; Maha Elbayad; Artyom Kozhevnikov; Belen Alastruey; Pierre Andrews; Mariano Coria; Guillaume Couairon; Marta R. Costa-jussà; David Dale; Hady Elsahar; et al. (CoRR, 2024)

LCFO: Long Context and Long Form Output Dataset and Benchmarking. - Marta R. Costa-jussà; Pierre Andrews; Mariano Coria Meglioli; Joy Chen; Joe Chuang; David Dale; Christophe Ropers; Alexandre Mourachko; Eduardo Sánchez; Holger Schwenk; Tuan Tran; Arina Turkatenko; et al. (ACL (Findings), 2025)