Alexis Conneau

Most-cited papers

Unsupervised Cross-lingual Representation Learning at Scale
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary +6 more
2019Annual Meeting of the Association for Computational Linguistics9,573 citations Open access
Semantic Scholar
Cross-lingual Language Model Pretraining
Alexis Conneau, Guillaume Lample
2019Neural Information Processing Systems3,051 citations
Semantic Scholar
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault +1 more
2017Conference on Empirical Methods in Natural Language Processing2,251 citations Open access
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Word Translation Without Parallel Data
Alexis Conneau, Guillaume Lample, M. Ranzato, Ludovic Denoyer +1 more
2017International Conference on Learning Representations1,857 citations
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XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams +3 more
2018Conference on Empirical Methods in Natural Language Processing1,700 citations Open access
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XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia +9 more
2021Interspeech1,247 citations Open access
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Unsupervised Machine Translation Using Monolingual Corpora Only
Guillaume Lample, Alexis Conneau, Ludovic Denoyer, M. Ranzato
2017International Conference on Learning Representations1,162 citations
Semantic Scholar
Unsupervised Cross-lingual Representation Learning for Speech Recognition
Alexis Conneau, Alexei Baevski, R. Collobert, Abdel-rahman Mohamed +1 more
2020Interspeech1,106 citations Open access
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What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault +1 more
2018Annual Meeting of the Association for Computational Linguistics1,065 citations Open access
Semantic Scholar
Very Deep Convolutional Networks for Text Classification
Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun
2016Conference of the European Chapter of the Association for Computational Linguistics1,028 citations Open access
Semantic Scholar
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
Guillaume Wenzek, M. Lachaux, Alexis Conneau, Vishrav Chaudhary +3 more
2019International Conference on Language Resources and Evaluation870 citations
Semantic Scholar
Scaling Speech Technology to 1, 000+ Languages
Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello +12 more
2023Journal of machine learning research803 citations Open access
Semantic Scholar
FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang +5 more
2022Spoken Language Technology Workshop779 citations Open access
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Phrase-Based & Neural Unsupervised Machine Translation
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer +1 more
2018Conference on Empirical Methods in Natural Language Processing719 citations Open access
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SentEval: An Evaluation Toolkit for Universal Sentence Representations
Alexis Conneau, Douwe Kiela
2018International Conference on Language Resources and Evaluation703 citations Open access
Semantic Scholar
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
Beliz Gunel, Jing-Fei Du, Alexis Conneau, Ves Stoyanov
2020International Conference on Learning Representations629 citations
Semantic Scholar
Emerging Cross-lingual Structure in Pretrained Language Models
Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer +1 more
2019Annual Meeting of the Association for Computational Linguistics352 citations Open access
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Very Deep Convolutional Networks for Natural Language Processing
Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun
2016arXiv.org323 citations
Semantic Scholar
Unsupervised Speech Recognition
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, M. Auli
2021Neural Information Processing Systems311 citations
Semantic Scholar
Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation
Flavian Vasile, E. Smirnova, Alexis Conneau
2016ACM Conference on Recommender Systems277 citations
Semantic Scholar
Self-Training and Pre-Training are Complementary for Speech Recognition
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello +4 more
2020IEEE International Conference on Acoustics, Speech, and Signal Processing184 citations
Semantic Scholar
Scaling Laws for Generative Mixed-Modal Language Models
Armen Aghajanyan, L. Yu, Alexis Conneau, Wei-Ning Hsu +6 more
2023International Conference on Machine Learning175 citations Open access
Semantic Scholar
Self-training Improves Pre-training for Natural Language Understanding
Jing-Fei Du, E. Grave, Beliz Gunel, Vishrav Chaudhary +4 more
2020North American Chapter of the Association for Computational Linguistics175 citations Open access
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Multilingual Speech Translation from Efficient Finetuning of Pretrained Models
Xian Li, Changhan Wang, Yun Tang, C. Tran +5 more
2021Annual Meeting of the Association for Computational Linguistics171 citations Open access
Semantic Scholar
Larger-Scale Transformers for Multilingual Masked Language Modeling
Naman Goyal, Jing-Fei Du, Myle Ott, Giridhar Anantharaman +1 more
2021Workshop on Representation Learning for NLP166 citations Open access
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mSLAM: Massively multilingual joint pre-training for speech and text
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia +5 more
2022arXiv.org138 citations
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Textually Pretrained Speech Language Models
Michael Hassid, Tal Remez, T. Nguyen, Itai Gat +8 more
2023Neural Information Processing Systems119 citations Open access
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SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training
Ankur Bapna, Yu-An Chung, Na Wu, Anmol Gulati +6 more
2021arXiv.org103 citations
Semantic Scholar
Learning Visually Grounded Sentence Representations
Douwe Kiela, Alexis Conneau, A. Jabri, Maximilian Nickel
2017North American Chapter of the Association for Computational Linguistics71 citations Open access
Semantic Scholar
Large-Scale Self- and Semi-Supervised Learning for Speech Translation
Changhan Wang, Anne Wu, J. Pino, Alexei Baevski +2 more
2021Interspeech50 citations
Semantic Scholar
Improved Language Identification Through Cross-Lingual Self-Supervised Learning
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh +5 more
2021IEEE International Conference on Acoustics, Speech, and Signal Processing40 citations
Semantic Scholar
Toward Joint Language Modeling for Speech Units and Text
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, K. Livescu +4 more
2023Conference on Empirical Methods in Natural Language Processing32 citations Open access
Semantic Scholar
XTREME-S: Evaluating Cross-lingual Speech Representations
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma +15 more
2022Interspeech28 citations Open access
Semantic Scholar
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation
Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry +3 more
2022Interspeech26 citations Open access
Semantic Scholar
Distortion correction, geometric calibration, and volume reconstruction for an isocentric C-Arm X-Ray system
C. Mennessier, B. Spencer, R. Clackdoyle, Alexis Conneau +1 more
2011IEEE Nuclear Science Symposium Conference Record4 citations
Semantic Scholar
Efﬁcient Ensemble Transformer for Accurate Answer Sentence Ranking
Takuya Akiba, Shotaro Sano, Toshihiko Yanase, Wei-Jie Bian +37 more
20221 citations
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Language Level Classification on German Texts using a Neural Approach
Bernd Bohnet, Ryan T. McDonald, Gonçalo Simões, D. Andor +11 more
20211 citations
Semantic Scholar
What are Adapters Really Efficient At?
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Mitesh M. Khapra +327 more
20230 citations
Semantic Scholar
Multilingual Models for Checkworthy Social Media Posts Detection
Stefano Agresti, S. Hashemian, Mark J. Car-569, A. Akbik +22 more
20230 citations
Semantic Scholar
Towards Unsupervised Speech-to-Speech Translation
Rosana Ardila, Megan Branson, Kelly Davis, Michael Henretty +63 more
20220 citations
Semantic Scholar
Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary +23 more
20220 citations
Semantic Scholar
Revisiting zero-shot cross-lingual topic identiﬁcation: baselines, languages and evaluation
Farhad Akhbardeh, Arkady Arkhangorodsky, Magdalena Biesialska, Ondˇrej Bojar +45 more
20220 citations
Semantic Scholar
One Step Is Enough for Few-Shot Cross-Lingual Transfer: Co-Training with Gradient Optimization
Mikel Artetxe, Holger Schwenk, Massively, Zhao Chen +42 more
20220 citations
Semantic Scholar
CQM robust : A Chinese Dataset of Linguistically Perturbed Natural Questions for Evaluating the Robustness of Question Matching Models
M. Alzantot, Y. Sharma, Ahmed Elgohary, Bo-Jhang Ho +35 more
20220 citations
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L INGUIST : Language Model Instruction Tuning to Generate Utterances for Intent Classiﬁcation and Slot Tagging
C. Bannard, Chris Callison-Burch, Para-630, T. Brown +73 more
20220 citations
Semantic Scholar
XLTime: A Cross-Lingual Knowledge Transfer Framework for Zero-Shot Low-Resource Language Temporal Expression Extraction
He He Mohit Iyyer Eunsol Choi, M. Yatskar, Wen-tau Yih, Yejin Choi +33 more
20210 citations
Semantic Scholar
Crossword: Estimating Unknown Embeddings using Cross Attention and Alignment Strategies
P. Bojanowski, E. Grave, A. Joulin, Alexis Conneau +16 more
20210 citations
Semantic Scholar
Learning Universal Sentence Embeddings with Large-scale Parallel Translation Datasets
Alexis Conneau, Douwe Kiela, Senteval, An +31 more
20210 citations
Semantic Scholar
RE: A Study for Restorable Embeddings
I. Beltagy, M. Peters, Arman Cohan, T. Brown +40 more
20210 citations
Semantic Scholar
Detect Low-Resource Rumors in Microblog Posts via Adversarial Contrastive Learning
Firoj Alam, Shaden Shaar, Fahim Dalvi, Hassan Sajjad +76 more
20210 citations
Semantic Scholar