Alexis Conneau

63 papers A* 10A 6B 2Misc 2Journal 31Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Scaling Speech Technology to 1, 000+ Languages. J. Mach. Learn. Res. 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
2023	A*	`conf`	Scaling Laws for Generative Mixed-Modal Language Models. ICML Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
2023	J	`jnl`	Scaling Laws for Generative Mixed-Modal Language Models. CoRR Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer
2023	J	`jnl`	Scaling Speech Technology to 1, 000+ Languages. CoRR 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
2023	A*	`conf`	Textually Pretrained Speech Language Models. NeurIPS 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
2023	J	`jnl`	Textually Pretrained Speech Language Models. CoRR 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
2023	—	`conf`	Toward Joint Language Modeling for Speech Units and Text. EMNLP (Findings) Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2023	J	`jnl`	Toward Joint Language Modeling for Speech Units and Text. CoRR Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli
2022	—	`conf`	FLEURS: FEW-Shot Learning Evaluation of Universal Representations of Speech. SLT Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna
2022	J	`jnl`	FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech. CoRR Alexis Conneau, Min Ma, Simran Khanuja, Yu Zhang, Vera Axelrod, Siddharth Dalmia, Jason Riesa, Clara Rivera, Ankur Bapna
2022	Misc	`conf`	Improved Language Identification Through Cross-Lingual Self-Supervised Learning. ICASSP Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli
2022	A	`conf`	Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. INTERSPEECH Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobu Morioka
2022	J	`jnl`	Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. CoRR Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobuyuki Morioka
2022	A	`conf`	XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. INTERSPEECH 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
2022	A	`conf`	XTREME-S: Evaluating Cross-lingual Speech Representations. INTERSPEECH 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
2022	J	`jnl`	XTREME-S: Evaluating Cross-lingual Speech Representations. CoRR 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
2022	J	`jnl`	mSLAM: Massively multilingual joint pre-training for speech and text. CoRR Ankur Bapna, Colin Cherry, Yu Zhang, Ye Jia, Melvin Johnson, Yong Cheng, Simran Khanuja, Jason Riesa, Alexis Conneau
2021	A	`conf`	Large-Scale Self- and Semi-Supervised Learning for Speech Translation. Interspeech Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau
2021	J	`jnl`	Large-Scale Self- and Semi-Supervised Learning for Speech Translation. CoRR Changhan Wang, Anne Wu, Juan Miguel Pino, Alexei Baevski, Michael Auli, Alexis Conneau
2021	—	`conf`	Larger-Scale Transformers for Multilingual Masked Language Modeling. RepL4NLP@ACL-IJCNLP Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau
2021	J	`jnl`	Larger-Scale Transformers for Multilingual Masked Language Modeling. CoRR Naman Goyal, Jingfei Du, Myle Ott, Giri Anantharaman, Alexis Conneau
2021	—	`conf`	Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. ACL/IJCNLP (1) Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli
2021	J	`jnl`	SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training. CoRR Ankur Bapna, Yu-An Chung, Nan Wu, Anmol Gulati, Ye Jia, Jonathan H. Clark, Melvin Johnson, Jason Riesa, Alexis Conneau, Yu Zhang
2021	Misc	`conf`	Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	—	`conf`	Self-training Improves Pre-training for Natural Language Understanding. NAACL-HLT Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau
2021	A*	`conf`	Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. ICLR Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov
2021	A	`conf`	Unsupervised Cross-Lingual Representation Learning for Speech Recognition. Interspeech Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
2021	A*	`conf`	Unsupervised Speech Recognition. NeurIPS Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2021	J	`jnl`	Unsupervised Speech Recognition. CoRR Alexei Baevski, Wei-Ning Hsu, Alexis Conneau, Michael Auli
2021	J	`jnl`	XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. CoRR 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
2020	B	`conf`	CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. LREC Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave
2020	A*	`conf`	Emerging Cross-lingual Structure in Pretrained Language Models. ACL Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
2020	J	`jnl`	Self-training Improves Pre-training for Natural Language Understanding. CoRR Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Ves Stoyanov, Alexis Conneau
2020	J	`jnl`	Self-training and Pre-training are Complementary for Speech Recognition. CoRR Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2020	J	`jnl`	Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. CoRR Beliz Gunel, Jingfei Du, Alexis Conneau, Ves Stoyanov
2020	A*	`conf`	Unsupervised Cross-lingual Representation Learning at Scale. ACL Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
2020	J	`jnl`	Unsupervised Cross-lingual Representation Learning for Speech Recognition. CoRR Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli
2019	J	`jnl`	CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. CoRR Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmán, Armand Joulin, Edouard Grave
2019	A*	`conf`	Cross-lingual Language Model Pretraining. NeurIPS Alexis Conneau, Guillaume Lample
2019	J	`jnl`	Cross-lingual Language Model Pretraining. CoRR Guillaume Lample, Alexis Conneau
2019	J	`jnl`	Emerging Cross-lingual Structure in Pretrained Language Models. CoRR Shijie Wu, Alexis Conneau, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov
2019	—	`—`	Learning distributed representations of sentences using neural networks. (Apprentissage et applications de représentations multilingues distribuées). Alexis Conneau
2019	—	`ed.`	Proceedings of the 4th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2019, Florence, Italy, August 2, 2019. RepL4NLP@ACL Isabelle Augenstein, Spandana Gella, Sebastian Ruder, Katharina Kann, Burcu Can, Johannes Welbl, Alexis Conneau, Xiang Ren, Marek Rei
2019	J	`jnl`	Unsupervised Cross-lingual Representation Learning at Scale. CoRR Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmán, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov
2018	—	`conf`	Learning Visually Grounded Sentence Representations. NAACL-HLT Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel
2018	A*	`conf`	Phrase-Based & Neural Unsupervised Machine Translation. EMNLP Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	J	`jnl`	Phrase-Based & Neural Unsupervised Machine Translation. CoRR Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	B	`conf`	SentEval: An Evaluation Toolkit for Universal Sentence Representations. LREC Alexis Conneau, Douwe Kiela
2018	J	`jnl`	SentEval: An Evaluation Toolkit for Universal Sentence Representations. CoRR Alexis Conneau, Douwe Kiela
2018	—	`conf`	Unsupervised Machine Translation Using Monolingual Corpora Only. ICLR (Poster) Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato
2018	—	`conf`	What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. ACL (1) Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
2018	J	`jnl`	What you can cram into a single vector: Probing sentence embeddings for linguistic properties. CoRR Alexis Conneau, Germán Kruszewski, Guillaume Lample, Loïc Barrault, Marco Baroni
2018	—	`conf`	Word translation without parallel data. ICLR (Poster) Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2018	A*	`conf`	XNLI: Evaluating Cross-lingual Sentence Representations. EMNLP Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2018	J	`jnl`	XNLI: Evaluating Cross-lingual Sentence Representations. CoRR Alexis Conneau, Guillaume Lample, Ruty Rinott, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov
2017	J	`jnl`	Learning Visually Grounded Sentence Representations. CoRR Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel
2017	A*	`conf`	Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. EMNLP Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes
2017	J	`jnl`	Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. CoRR Alexis Conneau, Douwe Kiela, Holger Schwenk, Loïc Barrault, Antoine Bordes
2017	—	`conf`	Very Deep Convolutional Networks for Text Classification. EACL (1) Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun
2017	J	`jnl`	Word Translation Without Parallel Data. CoRR Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato, Ludovic Denoyer, Hervé Jégou
2016	J	`jnl`	Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation. CoRR Flavian Vasile, Elena Smirnova, Alexis Conneau
2016	A	`conf`	Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation. RecSys Flavian Vasile, Elena Smirnova, Alexis Conneau
2016	J	`jnl`	Very Deep Convolutional Networks for Natural Language Processing. CoRR Alexis Conneau, Holger Schwenk, Loïc Barrault, Yann LeCun