Alexis Conneau
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
25
Venues
10
Active years
2016–2023
Best venue rank
A*
Where they publish
Papers
25 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2023 | EMNLP | Toward Joint Language Modeling for Speech Units and Text. | Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu, Karen Livescu, Arun Babu, Alexis Conneau, Alexei Baevski, Michael Auli |
| 2023 | ICML | Scaling Laws for Generative Mixed-Modal Language Models. | Armen Aghajanyan, Lili Yu, Alexis Conneau, Wei-Ning Hsu, Karen Hambardzumyan, Susan Zhang, Stephen Roller, Naman Goyal, Omer Levy, Luke Zettlemoyer |
| 2022 | ICASSP | Improved Language Identification Through Cross-Lingual Self-Supervised Learning. | Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang, Kritika Singh, Alexis Conneau, Alexei Baevski, Assaf Sela, Yatharth Saraf, Michael Auli |
| 2022 | Interspeech | XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale. | 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 | Interspeech | XTREME-S: Evaluating Cross-lingual Speech Representations. | 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 | Interspeech | Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation. | Ye Jia, Yifan Ding, Ankur Bapna, Colin Cherry, Yu Zhang, Alexis Conneau, Nobu Morioka |
| 2021 | ACL | Multilingual Speech Translation from Efficient Finetuning of Pretrained Models. | Xian Li, Changhan Wang, Yun Tang, Chau Tran, Yuqing Tang, Juan Miguel Pino, Alexei Baevski, Alexis Conneau, Michael Auli |
| 2021 | ICASSP | Self-Training and Pre-Training are Complementary for Speech Recognition. | Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli |
| 2021 | ICLR | Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning. | Beliz Gunel, Jingfei Du, Alexis Conneau, Veselin Stoyanov |
| 2021 | Interspeech | Unsupervised Cross-Lingual Representation Learning for Speech Recognition. | Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, Michael Auli |
| 2021 | Interspeech | Large-Scale Self- and Semi-Supervised Learning for Speech Translation. | Changhan Wang, Anne Wu, Juan Pino, Alexei Baevski, Michael Auli, Alexis Conneau |
| 2021 | NAACL | Self-training Improves Pre-training for Natural Language Understanding. | Jingfei Du, Edouard Grave, Beliz Gunel, Vishrav Chaudhary, Onur Celebi, Michael Auli, Veselin Stoyanov, Alexis Conneau |
| 2020 | ACL | Unsupervised Cross-lingual Representation Learning at Scale. | Alexis Conneau, Kartikay Khandelwal, Naman Goyal, Vishrav Chaudhary, Guillaume Wenzek, Francisco Guzmn, Edouard Grave, Myle Ott, Luke Zettlemoyer, Veselin Stoyanov |
| 2020 | ACL | Emerging Cross-lingual Structure in Pretrained Language Models. | Alexis Conneau, Shijie Wu, Haoran Li, Luke Zettlemoyer, Veselin Stoyanov |
| 2020 | LREC | CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data. | Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, Vishrav Chaudhary, Francisco Guzmn, Armand Joulin, Edouard Grave |
| 2018 | ACL | What you can cram into a single \$&!#* vector: Probing sentence embeddings for linguistic properties. | Alexis Conneau, Germn Kruszewski, Guillaume Lample, Loc Barrault, Marco Baroni |
| 2018 | EMNLP | XNLI: Evaluating Cross-lingual Sentence Representations. | Alexis Conneau, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel R. Bowman, Holger Schwenk, Veselin Stoyanov |
| 2018 | EMNLP | Phrase-Based & Neural Unsupervised Machine Translation. | Guillaume Lample, Myle Ott, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2018 | ICLR | Unsupervised Machine Translation Using Monolingual Corpora Only. | Guillaume Lample, Alexis Conneau, Ludovic Denoyer, Marc'Aurelio Ranzato |
| 2018 | ICLR | Word translation without parallel data. | Guillaume Lample, Alexis Conneau, Marc'Aurelio Ranzato, Ludovic Denoyer, Herv Jgou |
| 2018 | LREC | SentEval: An Evaluation Toolkit for Universal Sentence Representations. | Alexis Conneau, Douwe Kiela |
| 2018 | NAACL | Learning Visually Grounded Sentence Representations. | Douwe Kiela, Alexis Conneau, Allan Jabri, Maximilian Nickel |
| 2017 | EACL | Very Deep Convolutional Networks for Text Classification. | Alexis Conneau, Holger Schwenk, Loc Barrault, Yann LeCun |
| 2017 | EMNLP | Supervised Learning of Universal Sentence Representations from Natural Language Inference Data. | Alexis Conneau, Douwe Kiela, Holger Schwenk, Loc Barrault, Antoine Bordes |
| 2016 | RecSys | Meta-Prod2Vec: Product Embeddings Using Side-Information for Recommendation. | Flavian Vasile, Elena Smirnova, Alexis Conneau |