Alexis Conneau

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 60

Top Topics

Speech Recognition

Wall Street Journal Corpus

Natural Language

Top Venues

Publications

Vineel Pratap, Andros Tjandra, Bowen Shi, Paden Tomasello, Arun Babu, Sayani Kundu, Ali Elkahky, Zhaoheng Ni, Apoorv Vyas, Maryam Fazel-Zarandi, Alexei Baevski, Yossi Adi, Xiaohui Zhang, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Scaling Speech Technology to 1, 000+ Languages. CoRR (2023)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
Toward Joint Language Modeling for Speech Units and Text. CoRR (2023)
Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) (2023)
Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi
Textually Pretrained Speech Language Models. NeurIPS (2023)
Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi
Textually Pretrained Speech Language Models. CoRR (2023)
Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
Scaling Laws for Generative Mixed-Modal Language Models. ICML (2023)
Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
Scaling Laws for Generative Mixed-Modal Language Models. CoRR (2023)
Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobuyuki Morioka
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. CoRR (2022)
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR (2022)
Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobu Morioka
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. INTERSPEECH (2022)
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech. CoRR (2022)
Alexis Conneau, Ankur Bapna, Yu Zhang, Min Ma, Patrick von Platen, Anton Lozhkov, Colin Cherry, Ye Jia, Clara Rivera, Mihir Kale, Daan van Esch, Vera Axelrod, Simran Khanuja, Jonathan H. Clark, Orhan Firat, Michael Auli, Sebastian Ruder, Jason Riesa, Melvin Johnson
XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH (2022)
Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau
mSLAM: Massively multilingual joint pre-training for speech and text. CoRR (2022)
Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna
FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech. SLT (2022)
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
Improved Language Identification Through Cross-Lingual Self-Supervised Learning. ICASSP (2022)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP (2021)
Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR (2021)
Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. ICLR (2021)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT (2021)
Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. ACL/IJCNLP (1) (2021)
Ankur Bapna, Yu-An Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. CoRR (2021)
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Unsupervised Speech Recognition. NeurIPS (2021)
Arun Babu, Changhan Wang, Andros Tjandra, Kushal Lakhotia, Qiantong Xu, Naman Goyal, Kritika Singh, Patrick von Platen, Yatharth Saraf, Juan Pino, Alexei Baevski, Alexis Conneau, Michael Auli
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR (2021)
Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau
Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech (2021)
Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau
Larger-Scale Transformers for Multilingual Masked Language Modeling. RepL4NLP@ACL-IJCNLP (2021)
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
Unsupervised Speech Recognition. CoRR (2021)
Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau
Larger-Scale Transformers for Multilingual Masked Language Modeling. CoRR (2021)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech (2021)
Beliz Gunel, Jingfei Du, Alexis Conneau, Ves Stoyanov
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. CoRR (2020)
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. LREC (2020)
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
Self-training and Pre-training are Complementary for Speech Recognition. CoRR (2020)
Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau
Self-training Improves Pre-training for Natural Language Understanding. CoRR (2020)
Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
Emerging Cross-lingual Structure in Pretrained Language Models. ACL (2020)
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
Unsupervised Cross-lingual Representation Learning at Scale. ACL (2020)
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR (2020)
Guillaume Lample, Alexis Conneau
Cross-lingual Language Model Pretraining. CoRR (2019)
Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
Unsupervised Cross-lingual Representation Learning at Scale. CoRR (2019)
Alexis Conneau, Guillaume Lample
Cross-lingual Language Model Pretraining. NeurIPS (2019)
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. CoRR (2019)
Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
Emerging Cross-lingual Structure in Pretrained Language Models. CoRR (2019)
Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel
Learning Visually Grounded Sentence Representations. NAACL-HLT (2018)
Alexis Conneau, Douwe Kiela
SentEval: An Evaluation Toolkit for Universal Sentence Representations. CoRR (2018)
Alexis Conneau, Douwe Kiela
SentEval: An Evaluation Toolkit for Universal Sentence Representations. LREC (2018)
Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
What you can cram into a single vector: Probing sentence embeddings for linguistic properties. CoRR (2018)
Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
XNLI: Evaluating Cross-lingual Sentence Representations. CoRR (2018)
Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word translation without parallel data. ICLR (Poster) (2018)
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Phrase-Based & Neural Unsupervised Machine Translation. CoRR (2018)
Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR (Poster) (2018)
Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP (2018)
Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
Phrase-Based & Neural Unsupervised Machine Translation. EMNLP (2018)
Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. ACL (1) (2018)
Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
Word Translation Without Parallel Data. CoRR (2017)
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR (2017)
Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP (2017)
Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun
Very Deep Convolutional Networks for Text Classification. EACL (1) (2017)
Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel
Learning Visually Grounded Sentence Representations. CoRR (2017)
Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun
Very Deep Convolutional Networks for Natural Language Processing. CoRR (2016)
Flavian Vasile, Elena Smirnova, Alexis Conneau
Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation. CoRR (2016)
Flavian Vasile, Elena Smirnova, Alexis Conneau
Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation. RecSys (2016)