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ORCIDHolger Schwenk
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- affiliation: University of Le Mans
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Journal Articles
- 2021
[j16]Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Michael Auli, Armand Joulin:
Beyond English-Centric Multilingual Machine Translation. J. Mach. Learn. Res. 22: 107:1-107:48 (2021)- 2019
- [j15]Mikel Artetxe, Holger Schwenk:
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond. Trans. Assoc. Comput. Linguistics 7: 597-610 (2019) - 2017
- [j14]Sadaf Abdul-Rauf, Holger Schwenk, Mohammad Nawaz:
Parallel fragments : Measuring their impact on translation performance. Comput. Speech Lang. 43: 56-69 (2017) - [j13]Marta R. Costa-jussà, Alexandre Allauzen, Loïc Barrault
, Kyunghyun Cho, Holger Schwenk:
Introduction to the special issue on deep learning approaches for machine translation. Comput. Speech Lang. 46: 367-373 (2017) - 2016
- [j12]Haithem Afli, Loïc Barrault, Holger Schwenk:
OCR Error Correction Using Statistical Machine Translation. Int. J. Comput. Linguistics Appl. 7(1): 175-191 (2016) - [j11]Haithem Afli, Loïc Barrault, Holger Schwenk:
Building and using multimodal comparable corpora for machine translation. Nat. Lang. Eng. 22(4): 603-625 (2016) - [j10]Sadaf Abdul-Rauf, Holger Schwenk, Patrik Lambert, Mohammad Nawaz:
Empirical Use of Information Retrieval to Build Synthetic Data for SMT Domain Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 24(4): 745-754 (2016) - 2014
- [j9]Mauro Cettolo, Nicola Bertoldi, Marcello Federico, Holger Schwenk, Loïc Barrault, Christophe Servan:
Translation project adaptation for MT-enhanced computer assisted translation. Mach. Transl. 28(2): 127-150 (2014) - 2011
- [j8]Sadaf Abdul-Rauf, Holger Schwenk:
Parallel sentence generation from comparable corpora for improved SMT. Mach. Transl. 25(4): 341-375 (2011) - [j7]Christophe Servan, Holger Schwenk:
Optimising Multiple Metrics with MERT. Prague Bull. Math. Linguistics 96: 109-118 (2011) - 2010
- [j6]Holger Schwenk:
Continuous-Space Language Models for Statistical Machine Translation. Prague Bull. Math. Linguistics 93: 137-146 (2010) - 2008
- [j5]Evgeny Matusov, Gregor Leusch, Rafael E. Banchs, Nicola Bertoldi, Daniel Déchelotte, Marcello Federico, Muntsin Kolss, Young-Suk Lee, José B. Mariño, Matthias Paulik, Salim Roukos, Holger Schwenk, Hermann Ney:
System Combination for Machine Translation of Spoken and Written Language. IEEE Trans. Speech Audio Process. 16(7): 1222-1237 (2008) - 2007
- [j4]Holger Schwenk:
Continuous space language models. Comput. Speech Lang. 21(3): 492-518 (2007) - 2006
- [j3]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, Rohit Prasad, Richard M. Schwartz, Holger Schwenk, Bing Xiang:
Advances in transcription of broadcast news and conversational telephone speech within the combined EARS BBN/LIMSI system. IEEE Trans. Speech Audio Process. 14(5): 1541-1556 (2006) - 2000
- [j2]Holger Schwenk, Yoshua Bengio:
Boosting Neural Networks. Neural Comput. 12(8): 1869-1887 (2000) - 1998
- [j1]Holger Schwenk:
The Diabolo Classifier. Neural Comput. 10(8): 2175-2200 (1998)
Conference and Workshop Papers
- 2024
- [c100]Kevin Heffernan, Artyom Kozhevnikov, Loïc Barrault, Alexandre Mourachko, Holger Schwenk:
Aligning Speech Segments Beyond Pure Semantics. ACL (Findings) 2024: 3626-3635 - 2023
- [c99]Mingda Chen, Kevin Heffernan, Onur Çelebi, Alexandre Mourachko, Holger Schwenk:
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages. ACL (2) 2023: 101-109 - [c98]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, Changhan Wang, Juan Pino, Wei-Ning Hsu, Ann Lee:
Speech-to-Speech Translation for a Real-world Unwritten Language. ACL (Findings) 2023: 4969-4983 - [c97]Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews, Justine Kao, Alexandre Mourachko, Holger Schwenk, Marta R. Costa-jussà:
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. ACL (1) 2023: 9064-9079 - [c96]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. ACL (1) 2023: 16251-16269 - [c95]Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn:
Multilingual Representation Distillation with Contrastive Learning. EACL 2023: 1469-1482 - [c94]Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
DiffEdit: Diffusion-based semantic image editing with mask guidance. ICLR 2023 - [c93]Paul-Ambroise Duquenne, Holger Schwenk, Benoît Sagot:
Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer. INTERSPEECH 2023: 32-36 - 2022
- [c92]Guillaume Couairon, Matthijs Douze, Matthieu Cord, Holger Schwenk:
Embedding Arithmetic of Multimodal Queries for Image Retrieval. CVPR Workshops 2022: 4946-4954 - [c91]Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
FlexIT: Towards Flexible Semantic Image Translation. CVPR 2022: 18249-18258 - [c90]Pierre Andrews, Guillaume Wenzek, Kevin Heffernan, Onur Çelebi, Anna Y. Sun, Ammar Kamran, Yingzhe Guo, Alexandre Mourachko, Holger Schwenk, Angela Fan:
stopes - Modular Machine Translation Pipelines. EMNLP (Demos) 2022: 258-265 - [c89]Kevin Heffernan, Onur Çelebi, Holger Schwenk:
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages. EMNLP (Findings) 2022: 2101-2112 - [c88]Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk:
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. EMNLP 2022: 5794-5806 - [c87]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Yossi Adi, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. NAACL-HLT 2022: 860-872 - [c86]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, Vukosi Marivate, Jonathan Mbuya, Alexandre Mourachko, Safiyyah Saleem, Holger Schwenk, Guillaume Wenzek:
Findings of the WMT'22 Shared Task on Large-Scale Machine Translation Evaluation for African Languages. WMT 2022: 773-800 - 2021
- [c85]Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin, Angela Fan:
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the Web. ACL/IJCNLP (1) 2021: 6490-6500 - [c84]Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán:
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. EACL 2021: 1351-1361 - [c83]Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Miguel Pino, Holger Schwenk, Naman Goyal:
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task. IWSLT 2021: 131-137 - [c82]Paul-Ambroise Duquenne, Hongyu Gong, Holger Schwenk:
Multimodal and Multilingual Embeddings for Large-Scale Speech Mining. NeurIPS 2021: 15748-15761 - 2020
- [c81]Patrick S. H. Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk:
MLQA: Evaluating Cross-lingual Extractive Question Answering. ACL 2020: 7315-7330 - [c80]Kashif Shah, Loïc Barrault, Holger Schwenk:
A General Framework to Weight Heterogeneous Parallel Data for Model Adaptation in Statistical MT. AMTA 2020 - [c79]Ahmed El-Kishky, Philipp Koehn, Holger Schwenk:
Searching the Web for Cross-lingual Parallel Data. SIGIR 2020: 2417-2420 - 2019
- [c78]Holger Schwenk, Douwe Kiela, Matthijs Douze:
Analysis of Joint Multilingual Sentence Representations and Semantic K-Nearest Neighbor Graphs. AAAI 2019: 6982-6990 - [c77]Mikel Artetxe, Holger Schwenk:
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings. ACL (1) 2019: 3197-3203 - [c76]Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán, Holger Schwenk, Philipp Koehn:
Low-Resource Corpus Filtering Using Multilingual Sentence Embeddings. WMT (3) 2019: 261-266 - 2018
- [c75]Holger Schwenk:
Filtering and Mining Parallel Data in a Joint Multilingual Space. ACL (2) 2018: 228-234 - [c74]Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov:
XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP 2018: 2475-2485 - [c73]Holger Schwenk, Xian Li:
A Corpus for Multilingual Document Classification in Eight Languages. LREC 2018 - 2017
- [c72]Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun:
Very Deep Convolutional Networks for Text Classification. EACL (1) 2017: 1107-1116 - [c71]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP 2017: 670-680 - [c70]Holger Schwenk, Matthijs Douze:
Learning Joint Multilingual Sentence Representations with Neural Machine Translation. Rep4NLP@ACL 2017: 157-167 - 2015
- [c69]Alex Ter-Sarkisov, Holger Schwenk, Fethi Bougares, Loïc Barrault:
Incremental Adaptation Strategies for Neural Network Language Models. CVSC 2015: 48-56 - [c68]Walid Aransa, Holger Schwenk, Loïc Barrault:
Improving continuous space language models auxiliary features. IWSLT 2015 - [c67]Frédéric Blain, Fethi Bougares, Amir Hazem, Loïc Barrault, Holger Schwenk:
Continuous Adaptation to User Feedback for Statistical Machine Translation. HLT-NAACL 2015: 1001-1005 - 2014
- [c66]Marcello Federico, Nicola Bertoldi, Mauro Cettolo, Matteo Negri, Marco Turchi, Marco Trombetti, Alessandro Cattelan, Antonio Farina, Domenico Lupinetti, Andrea Martines, Alberto Massidda, Holger Schwenk, Loïc Barrault, Frédéric Blain, Philipp Koehn, Christian Buck, Ulrich Germann:
The Matecat Tool. COLING (Demos) 2014: 129-132 - [c65]Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Dzmitry Bahdanau, Fethi Bougares, Holger Schwenk, Yoshua Bengio:
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. EMNLP 2014: 1724-1734 - [c64]Anthony Rousseau, Loïc Barrault, Paul Deléglise, Yannick Estève, Holger Schwenk, Samir Bennacef, Armando Muscariello, Stephan Vanni:
LIUM English-to-French spoken language translation system and the Vecsys/LIUM automatic speech recognition system for Italian language for IWSLT 2014. IWSLT (Evaluation Campaign) 2014 - 2013
- [c63]Rico Sennrich, Holger Schwenk, Walid Aransa:
A Multi-Domain Translation Model Framework for Statistical Machine Translation. ACL (1) 2013: 832-840 - [c62]Haithem Afli, Loïc Barrault, Holger Schwenk:
Multimodal Comparable Corpora as Resources for Extracting Parallel Data: Parallel Phrases Extraction. IJCNLP 2013: 286-292 - [c61]Holger Schwenk:
CSLM - a modular open-source continuous space language modeling toolkit. INTERSPEECH 2013: 1198-1202 - [c60]Mauro Cettolo, Christophe Servan, Nicola Bertoldi, Marcello Federico, Loïc Barrault, Holger Schwenk:
Issues in incremental adaptation of statistical MT from human post-edits. WPTP@MTSummit 2013 - 2012
- [c59]Holger Schwenk:
Continuous Space Translation Models for Phrase-Based Statistical Machine Translation. COLING (Posters) 2012: 1071-1080 - [c58]Patrik Lambert, Jean Senellart, Laurent Romary, Holger Schwenk, Florian Zipser, Patrice Lopez, Frédéric Blain:
Collaborative Machine Translation Service for Scientific texts. EACL 2012: 11-15 - [c57]Walid Aransa, Holger Schwenk, Loïc Barrault:
Semi-supervised transliteration mining from parallel and comparable corpora. IWSLT 2012: 185-192 - [c56]Frédéric Blain, Holger Schwenk, Jean Senellart:
Incremental adaptation using translation information and post-editing analysis. IWSLT 2012: 229-236 - [c55]Patrik Lambert, Holger Schwenk, Frédéric Blain:
Automatic Translation of Scientific Documents in the HAL Archive. LREC 2012: 3933-3936 - [c54]Holger Schwenk, Anthony Rousseau, Mohammed Attik:
Large, Pruned or Continuous Space Language Models on a GPU for Statistical Machine Translation. WLM@NAACL-HLT 2012: 11-19 - [c53]Haithem Afli, Loïc Barrault, Holger Schwenk:
Parallel Texts Extraction from Multimodal Comparable Corpora. JapTAL 2012: 40-51 - [c52]Haithem Afli, Loïc Barrault, Holger Schwenk:
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]. JEP-TALN-RECITAL 2012: 447-454 - [c51]Christophe Servan, Patrik Lambert, Anthony Rousseau, Holger Schwenk, Loïc Barrault:
LIUM's SMT Machine Translation Systems for WMT 2012. WMT@NAACL-HLT 2012: 369-373 - 2011
- [c50]Sadaf Abdul-Rauf, Holger Schwenk:
Exploiting Comparable Corpora with TER and TERp. BUCC@ACL/IJCNLP 2011: 46-54 - [c49]Kashif Shah, Loïc Barrault, Holger Schwenk:
Parametric Weighting of Parallel Data for Statistical Machine Translation. IJCNLP 2011: 1323-1331 - [c48]Anthony Rousseau, Fethi Bougares, Paul Deléglise, Holger Schwenk, Yannick Estève:
LIUM's systems for the IWSLT 2011 speech translation tasks. IWSLT 2011: 79-85 - [c47]Frédéric Blain, Jean Senellart, Holger Schwenk, Mirko Plitt, Johann Roturier:
Qualitative Analysis of Post-Editing for High Quality Machine Translation. MTSummit 2011 - [c46]Holger Schwenk, Sadaf Abdul-Rauf:
LIUM's Statistical Machine Translation System for the NTCIR Chinese/English PatentMT. NTCIR 2011 - [c45]Patrik Lambert, Holger Schwenk, Christophe Servan, Sadaf Abdul-Rauf:
Investigations on Translation Model Adaptation Using Monolingual Data. WMT@EMNLP 2011: 284-293 - [c44]Holger Schwenk, Patrik Lambert, Loïc Barrault, Christophe Servan, Sadaf Abdul-Rauf, Haithem Afli, Kashif Shah:
LIUM's SMT Machine Translation Systems for WMT 2011. WMT@EMNLP 2011: 464-469 - 2010
- [c43]Francisco Zamora-Martínez, María José Castro Bleda, Holger Schwenk:
N-gram-based machine translation enhanced with neural networks for the French-English BTEC-IWSLT'10 task. IWSLT 2010: 45-52 - [c42]Holger Schwenk:
Adaptation d'un Système de Traduction Automatique Statistique avec des Ressources monolingues. TALN (Articles longs) 2010: 1-10 - [c41]Patrik Lambert, Sadaf Abdul-Rauf, Holger Schwenk:
LIUM SMT Machine Translation System for WMT 2010. WMT@ACL 2010: 121-126 - [c40]Kashif Shah, Loïc Barrault, Holger Schwenk:
Translation Model Adaptation by Resampling. WMT@ACL 2010: 392-399 - 2009
- [c39]Holger Schwenk:
Trends and challenges in language modeling for speech recognition and machine translation. ASRU 2009: 23 - [c38]Sadaf Abdul-Rauf, Holger Schwenk:
On the Use of Comparable Corpora to Improve SMT performance. EACL 2009: 16-23 - [c37]Holger Schwenk, Loïc Barrault, Yannick Estève, Patrik Lambert:
LIUM's statistical machine translation systems for IWSLT 2009. IWSLT 2009: 65-70 - [c36]Holger Schwenk, Loïc Barrault, Yannick Estève, Patrik Lambert:
LIUM's statistical machine translation system for IWSLT 2009. IWSLT (Evaluation Campaign) 2009 - [c35]Holger Schwenk, Jean Senellart:
Translation Model Adaptation for an Arabic/French News Translation System by Lightly- Supervised Training. MTSummit 2009 - [c34]Holger Schwenk, Sadaf Abdul-Rauf, Loïc Barrault, Jean Senellart:
SMT and SPE Machine Translation Systems for WMT'09. WMT@EACL 2009: 130-134 - 2008
- [c33]Holger Schwenk, Philipp Koehn:
Large and Diverse Language Models for Statistical Machine Translation. IJCNLP 2008: 661-666 - [c32]Holger Schwenk, Yannick Estève:
Data selection and smoothing in an open-source system for the 2008 NIST machine translation evaluation. INTERSPEECH 2008: 2727-2730 - [c31]Holger Schwenk, Yannick Estève, Sadaf Abdul-Rauf:
The LIUM Arabic/English statistical machine translation system for IWSLT 2008. IWSLT 2008: 63-68 - [c30]Holger Schwenk:
Investigations on large-scale lightly-supervised training for statistical machine translation. IWSLT 2008: 182-189 - [c29]Holger Schwenk, Jean-Baptiste Fouet, Jean Senellart:
First Steps towards a General Purpose French/English Statistical Machine Translation System. WMT@ACL 2008: 119-122 - 2007
- [c28]Holger Schwenk, Marta R. Costa-jussà, José A. R. Fonollosa:
Smooth Bilingual N-Gram Translation. EMNLP-CoNLL 2007: 430-438 - [c27]Lori Lamel, Jean-Luc Gauvain, Gilles Adda, Claude Barras, Éric Bilinski, Olivier Galibert, Agusti Pujol, Holger Schwenk, Xuan Zhu:
The LIMSI 2006 TC-STAR EPPS Transcription Systems. ICASSP (4) 2007: 997-1000 - [c26]Daniel Déchelotte, Holger Schwenk, Gilles Adda, Jean-Luc Gauvain:
Improved machine translation of speech-to-text outputs. INTERSPEECH 2007: 2441-2444 - [c25]Patrik Lambert, Marta R. Costa-jussà, Josep Maria Crego, Maxim Khalilov, José B. Mariño, Rafael E. Banchs, José A. R. Fonollosa, Holger Schwenk:
The TALP n-gram-based SMT system for IWSLT 2007. IWSLT 2007: 169-175 - [c24]Daniel Déchelotte, Holger Schwenk, Hélène Bonneau-Maynard, Alexandre Allauzen, Gilles Adda:
A state-of-the-art statistical machine translation system based on Moses. MTSummit 2007 - [c23]Hélène Bonneau-Maynard, Alexandre Allauzen, Daniel Déchelotte, Holger Schwenk:
Combining Morphosyntactic Enriched Representation with n-best Reranking in Statistical Translation. SSST@HLT-NAACL 2007: 65-71 - [c22]Holger Schwenk, Daniel Déchelotte, Hélène Bonneau-Maynard, Alexandre Allauzen:
Modèles statistiques enrichis par la syntaxe pour la traduction automatique. TALN (Posters) 2007: 253-262 - [c21]Holger Schwenk:
Building a Statistical Machine Translation System for French Using the Europarl Corpus. WMT@ACL 2007: 189-192 - 2006
- [c20]Holger Schwenk, Daniel Déchelotte, Jean-Luc Gauvain:
Continuous Space Language Models for Statistical Machine Translation. ACL 2006 - [c19]Holger Schwenk, Marta R. Costa-jussà, José A. R. Fonollosa:
Continuous space language models for the IWSLT 2006 task. IWSLT 2006: 166-173 - [c18]Lori Lamel, Éric Bilinski, Gilles Adda, Jean-Luc Gauvain, Holger Schwenk:
The LIMSI RT06s Lecture Transcription System. MLMI 2006: 457-468 - 2005
- [c17]Holger Schwenk, Jean-Luc Gauvain:
Building continuous space language models for transcribing european languages. INTERSPEECH 2005: 737-740 - [c16]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, Fabrice Lefèvre:
The 2004 BBN/LIMSI 20xRT English conversational telephone speech recognition system. INTERSPEECH 2005: 1645-1648 - [c15]Jean-Luc Gauvain, Gilles Adda, Martine Adda-Decker, Alexandre Allauzen, Véronique Gendner, Lori Lamel, Holger Schwenk:
Where are we in transcribing French broadcast news? INTERSPEECH 2005: 1665-1668 - [c14]Holger Schwenk, Jean-Luc Gauvain:
Training Neural Network Language Models on Very Large Corpora. HLT/EMNLP 2005: 201-208 - 2004
- [c13]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, Mohammed Noamany, Rohit Prasad, Bing Xiang, Dongxin Xu, Jean-Luc Gauvain, Lori Lamel, Holger Schwenk, Gilles Adda, Langzhou Chen:
Speech recognition in multiple languages and domains: the 2003 BBN/LIMSI EARS system. ICASSP (3) 2004: 753-756 - [c12]Lori Lamel, Jean-Luc Gauvain, Gilles Adda, Martine Adda-Decker, Leonardo Canseco-Rodriguez, Langzhou Chen, Olivier Galibert, Abdelkhalek Messaoudi, Holger Schwenk:
Speech transcription in multiple languages. ICASSP (3) 2004: 757-760 - [c11]Jean-Luc Gauvain, Abdelkhalek Messaoudi, Holger Schwenk:
Language recognition using phone latices. INTERSPEECH 2004: 25-28 - [c10]Holger Schwenk, Jean-Luc Gauvain:
Neural network language models for conversational speech recognition. INTERSPEECH 2004: 2253-2256 - 2003
- [c9]Jean-Luc Gauvain, Lori Lamel, Holger Schwenk, Gilles Adda, Langzhou Chen, Fabrice Lefèvre:
Conversational telephone speech recognition. ICASSP (1) 2003: 212-215 - 2002
- [c8]Holger Schwenk, Jean-Luc Gauvain:
Connectionist language modeling for large vocabulary continuous speech recognition. ICASSP 2002: 765-768 - 2000
- [c7]Holger Schwenk, Jean-Luc Gauvain:
Combining multiple speech recognizers using voting and language model information. INTERSPEECH 2000: 915-918 - 1999
- [c6]Holger Schwenk:
Using boosting to improve a hybrid HMM/neural network speech recognizer. ICASSP 1999: 1009-1012 - 1997
- [c5]Holger Schwenk, Yoshua Bengio:
AdaBoosting Neural Networks: Application to on-line Character Recognition. ICANN 1997: 967-972 - [c4]Holger Schwenk, Yoshua Bengio:
Training Methods for Adaptive Boosting of Neural Networks. NIPS 1997: 647-653 - 1996
- [c3]Holger Schwenk, Maurice Milgram:
A new distance measure for online character recognition. ICNN 1996: 1570-1575 - [c2]Holger Schwenk, Maurice Milgram:
Constraint tangent distance for on-line character recognition. ICPR 1996: 520-524 - 1994
- [c1]Holger Schwenk, Maurice Milgram:
Transformation Invariant Autoassociation with Application to Handwritten Character Recognition. NIPS 1994: 992-998
Informal and Other Publications
- 2023
- [i33]Mingda Chen, Kevin Heffernan, Onur Çelebi, Alexandre Mourachko, Holger Schwenk:
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages. CoRR abs/2306.12907 (2023) - [i32]Paul-Ambroise Duquenne, Holger Schwenk, Benoît Sagot:
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations. CoRR abs/2308.11466 (2023) - [i31]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, Pengwei Li, Daniel Licht, Jean Maillard, Alice Rakotoarison, Kaushik Ram Sadagopan, Guillaume Wenzek, Ethan Ye, Bapi Akula, Peng-Jen Chen, Naji El Hachem, Brian Ellis, Gabriel Mejia Gonzalez, Justin Haaheim, Prangthip Hansanti, Russ Howes, Bernie Huang, Min-Jae Hwang, Hirofumi Inaguma, Somya Jain, Elahe Kalbassi, Amanda Kallet, Ilia Kulikov, Janice Lam, Daniel Li, Xutai Ma, Ruslan Mavlyutov, Benjamin Peloquin, Mohamed Ramadan, Abinesh Ramakrishnan, Anna Y. Sun, Kevin Tran, Tuan Tran, Igor Tufanov, Vish Vogeti, Carleigh Wood, Yilin Yang, Bokai Yu, Pierre Andrews, Can Balioglu, Marta R. Costa-jussà, Onur Celebi, Maha Elbayad, Cynthia Gao, Francisco Guzmán, Justine Kao, Ann Lee, Alexandre Mourachko, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang:
SeamlessM4T-Massively Multilingual & Multimodal Machine Translation. CoRR abs/2308.11596 (2023) - [i30]Paul-Ambroise Duquenne, Holger Schwenk, Benoît Sagot:
Modular Speech-to-Text Translation for Zero-Shot Cross-Modal Transfer. CoRR abs/2310.03724 (2023) - [i29]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, Hirofumi Inaguma, Christopher Klaiber, Ilia Kulikov, Pengwei Li, Daniel Licht, Jean Maillard, Ruslan Mavlyutov, Alice Rakotoarison, Kaushik Ram Sadagopan, Abinesh Ramakrishnan, Tuan Tran, Guillaume Wenzek, Yilin Yang, Ethan Ye, Ivan Evtimov, Pierre Fernandez, Cynthia Gao, Prangthip Hansanti, Elahe Kalbassi, Amanda Kallet, Artyom Kozhevnikov, Gabriel Mejia Gonzalez, Robin San Roman, Christophe Touret, Corinne Wong, Carleigh Wood, Bokai Yu, Pierre Andrews, Can Balioglu, Peng-Jen Chen, Marta R. Costa-jussà, Maha Elbayad, Hongyu Gong, Francisco Guzmán, Kevin Heffernan, Somya Jain, Justine Kao, Ann Lee, Xutai Ma, Alexandre Mourachko, Benjamin Peloquin, Juan Pino, Sravya Popuri, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Anna Y. Sun, Paden Tomasello, Changhan Wang, Jeff Wang, Skyler Wang, Mary Williamson:
Seamless: Multilingual Expressive and Streaming Speech Translation. CoRR abs/2312.05187 (2023) - 2022
- [i28]Guillaume Couairon, Asya Grechka, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
FlexIT: Towards Flexible Semantic Image Translation. CoRR abs/2203.04705 (2022) - [i27]Paul-Ambroise Duquenne, Hongyu Gong, Benoît Sagot, Holger Schwenk:
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation. CoRR abs/2205.12216 (2022) - [i26]Kevin Heffernan, Onur Çelebi, Holger Schwenk:
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages. CoRR abs/2205.12654 (2022) - [i25]Marta R. Costa-jussà, James Cross, Onur Çelebi, Maha Elbayad, Kenneth Heafield, Kevin Heffernan, Elahe Kalbassi, Janice Lam, Daniel Licht, Jean Maillard, Anna Y. Sun, Skyler Wang, Guillaume Wenzek, Al Youngblood, Bapi Akula, Loïc Barrault, Gabriel Mejia Gonzalez, Prangthip Hansanti, John Hoffman, Semarley Jarrett, Kaushik Ram Sadagopan, Dirk Rowe, Shannon Spruit, Chau Tran, Pierre Andrews, Necip Fazil Ayan, Shruti Bhosale, Sergey Edunov, Angela Fan, Cynthia Gao, Vedanuj Goswami, Francisco Guzmán, Philipp Koehn, Alexandre Mourachko, Christophe Ropers, Safiyyah Saleem, Holger Schwenk, Jeff Wang:
No Language Left Behind: Scaling Human-Centered Machine Translation. CoRR abs/2207.04672 (2022) - [i24]Weiting Tan, Kevin Heffernan, Holger Schwenk, Philipp Koehn:
Multilingual Representation Distillation with Contrastive Learning. CoRR abs/2210.05033 (2022) - [i23]Guillaume Couairon, Jakob Verbeek, Holger Schwenk, Matthieu Cord:
DiffEdit: Diffusion-based semantic image editing with mask guidance. CoRR abs/2210.11427 (2022) - [i22]Paul-Ambroise Duquenne, Hongyu Gong, Ning Dong, Jingfei Du, Ann Lee, Vedanuj Goswami, Changhan Wang, Juan Miguel Pino, Benoît Sagot, Holger Schwenk:
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations. CoRR abs/2211.04508 (2022) - [i21]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, Changhan Wang, Juan Miguel Pino, Wei-Ning Hsu, Ann Lee:
Speech-to-Speech Translation For A Real-world Unwritten Language. CoRR abs/2211.06474 (2022) - [i20]Mingda Chen, Paul-Ambroise Duquenne, Pierre Andrews, Justine Kao, Alexandre Mourachko, Holger Schwenk, Marta R. Costa-jussà:
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric. CoRR abs/2212.08486 (2022) - 2021
- [i19]Yun Tang, Hongyu Gong, Xian Li, Changhan Wang, Juan Miguel Pino, Holger Schwenk, Naman Goyal:
FST: the FAIR Speech Translation System for the IWSLT21 Multilingual Shared Task. CoRR abs/2107.06959 (2021) - [i18]Guillaume Couairon, Matthieu Cord, Matthijs Douze, Holger Schwenk:
Embedding Arithmetic for Text-driven Image Transformation. CoRR abs/2112.03162 (2021) - [i17]Ann Lee, Hongyu Gong, Paul-Ambroise Duquenne, Holger Schwenk, Peng-Jen Chen, Changhan Wang, Sravya Popuri, Juan Miguel Pino, Jiatao Gu, Wei-Ning Hsu:
Textless Speech-to-Speech Translation on Real Data. CoRR abs/2112.08352 (2021) - 2020
- [i16]Angela Fan, Shruti Bhosale, Holger Schwenk, Zhiyi Ma, Ahmed El-Kishky, Siddharth Goyal, Mandeep Baines, Onur Celebi, Guillaume Wenzek, Vishrav Chaudhary, Naman Goyal, Tom Birch, Vitaliy Liptchinsky, Sergey Edunov, Edouard Grave, Michael Auli, Armand Joulin:
Beyond English-Centric Multilingual Machine Translation. CoRR abs/2010.11125 (2020) - 2019
- [i15]Vishrav Chaudhary, Yuqing Tang, Francisco Guzmán, Holger Schwenk, Philipp Koehn:
Low-Resource Corpus Filtering using Multilingual Sentence Embeddings. CoRR abs/1906.08885 (2019) - [i14]Holger Schwenk, Vishrav Chaudhary, Shuo Sun, Hongyu Gong, Francisco Guzmán:
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia. CoRR abs/1907.05791 (2019) - [i13]Patrick S. H. Lewis, Barlas Oguz, Ruty Rinott, Sebastian Riedel, Holger Schwenk:
MLQA: Evaluating Cross-lingual Extractive Question Answering. CoRR abs/1910.07475 (2019) - [i12]Holger Schwenk, Guillaume Wenzek, Sergey Edunov, Edouard Grave, Armand Joulin:
CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. CoRR abs/1911.04944 (2019) - 2018
- [i11]Holger Schwenk, Xian Li:
A Corpus for Multilingual Document Classification in Eight Languages. CoRR abs/1805.09821 (2018) - [i10]Holger Schwenk:
Filtering and Mining Parallel Data in a Joint Multilingual Space. CoRR abs/1805.09822 (2018) - [i9]Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov:
XNLI: Evaluating Cross-lingual Sentence Representations. CoRR abs/1809.05053 (2018) - [i8]Mikel Artetxe, Holger Schwenk:
Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings. CoRR abs/1811.01136 (2018) - [i7]Mikel Artetxe, Holger Schwenk:
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond. CoRR abs/1812.10464 (2018) - 2017
- [i6]Holger Schwenk, Ke M. Tran, Orhan Firat, Matthijs Douze:
Learning Joint Multilingual Sentence Representations with Neural Machine Translation. CoRR abs/1704.04154 (2017) - [i5]Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes:
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR abs/1705.02364 (2017) - 2016
- [i4]Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun:
Very Deep Convolutional Networks for Natural Language Processing. CoRR abs/1606.01781 (2016) - 2015
- [i3]Çaglar Gülçehre, Orhan Firat, Kelvin Xu, Kyunghyun Cho, Loïc Barrault, Huei-Chi Lin, Fethi Bougares, Holger Schwenk, Yoshua Bengio:
On Using Monolingual Corpora in Neural Machine Translation. CoRR abs/1503.03535 (2015) - 2014
- [i2]Kyunghyun Cho, Bart van Merrienboer, Çaglar Gülçehre, Fethi Bougares, Holger Schwenk, Yoshua Bengio:
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation. CoRR abs/1406.1078 (2014) - [i1]Aram Ter-Sarkisov, Holger Schwenk, Fethi Bougares, Loïc Barrault:
Incremental Adaptation Strategies for Neural Network Language Models. CoRR abs/1412.6650 (2014)
Coauthor Index
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