🧑‍🔬 Alexis Conneau — all works

37 works · ← Alexis Conneau

1. Unsupervised Cross-lingual Representation Learning at Scale ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlexis Conneau et al.2020 · 9,468 citations
2. Cross-lingual Language Model Pretraining ↗arXiv:1901.07291 · no summary yetGuillaume Lample, Alexis Conneau2019 · 2,832 citations
3. XNLI: Evaluating Cross-lingual Sentence Representations ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetAlexis Conneau et al.2018 · 1,885 citations
4. Very Deep Convolutional Networks for Text ClassificationConference of the European Chapter of the Association for Computational Linguistics (EACL)Alexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,094 citations
5. What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,045 citations
6. Word Translation Without Parallel Data ↗ICLR 2018 (arXiv:1710.04087) · no summary yetAlexis Conneau et al.2018 · 913 citations
7. Phrase-Based & Neural Unsupervised Machine Translation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetGuillaume Lample et al.2018 · 910 citations
8. Unsupervised Cross-Lingual Representation Learning for Speech Recognition ↗Interspeech (USB) · no summary yetAlexis Conneau et al.2021 · 811 citations
9. XLS-R: Self-supervised Cross-lingual Speech Representation Learning at ScaleInterspeechArun Babu, Changhan Wang, Andros Tjandra, et al.2021 · 807 citations
10. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataConference on Empirical Methods in Natural Language Processing (EMNLP)Alexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 795 citations
11. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsLanguage Resources and Evaluation Conference (LREC)Alexis Conneau, Douwe Kiela2018 · 747 citations
12. Unsupervised Machine Translation Using Monolingual Corpora OnlyarXiv:1711.00043Guillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 669 citations
13. CCNet: Extracting High Quality Monolingual Datasets from Web Crawl DataLanguage Resources and Evaluation Conference (LREC)Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau, et al.2020 · 666 citations
14. FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechIEEE Spoken Language Technology Workshop (SLT)Alexis Conneau, Min Ma, Simran Khanuja, et al.2022 · 405 citations
15. Emerging Cross-lingual Structure in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Alexis Conneau, Shijie Wu, Haoran Li, et al.2020 · 382 citations
16. Very Deep Convolutional Networks for Natural Language Processing. ↗arXiv (Cornell University) · no summary yetAlexis Conneau et al.2016 · 263 citations
17. Supervised Contrastive Learning for Pre-trained Language Model Fine-tuningarXiv:2011.01403Beliz Gunel, Jingfei Du, Alexis Conneau, et al.2020 · 217 citations
18. Meta-Prod2Vec ↗ACM Conference on Recommender Systems (RecSys) · no summary yetFlavian Vasile, Elena Smirnova, Alexis Conneau2016 · 177 citations
19. Self-training Improves Pre-training for Natural Language UnderstandingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jingfei Du, Edouard Grave, Beliz Gunel, et al.2021 · 172 citations
20. Larger-Scale Transformers for Multilingual Masked Language ModelingWorkshop on Representation Learning for NLPNaman Goyal, Jingfei Du, Myle Ott, et al.2021 · 161 citations
21. Self-Training and Pre-Training are Complementary for Speech Recognition ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetQiantong Xu et al.2021 · 159 citations
22. Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetXian Li et al.2021 · 138 citations
23. Meta-Prod2Vec - Product Embeddings Using Side-Information for Recommendation ↗arXiv (Cornell University) · no summary yetFlavian Vasile, Smirnova, Elena, Alexis Conneau2016 · 119 citations
24. Learning Visually Grounded Sentence Representations ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetDouwe Kiela et al.2018 · 102 citations
25. mSLAM: Massively multilingual joint pre-training for speech and text ↗arXiv (Cornell University) · no summary yetAnkur Bapna et al.2022 · 99 citations
26. SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training ↗arXiv (Cornell University) · no summary yetAnkur Bapna et al.2021 · 72 citations
27. Unsupervised Speech Recognition ↗arXiv (Cornell University) · no summary yetAlexei Baevski et al.2021 · 62 citations
28. Textually Pretrained Speech Language Models ↗neural information processing systems · no summary yetMichael Hassid et al.2023 · 54 citations
29. Scaling Laws for Generative Mixed-Modal Language ModelsarXiv:2301.03728Armen Aghajanyan, Lili Yu, Alexis Conneau, et al.2023 · 45 citations
30. Multilingual Speech Translation with Efficient Finetuning of Pretrained Models ↗arXiv (Cornell University) · no summary yetXian Li et al.2020 · 43 citations
31. Improved Language Identification Through Cross-Lingual Self-Supervised Learning ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetAndros Tjandra et al.2022 · 41 citations
32. Large-Scale Self- and Semi-Supervised Learning for Speech Translation ↗Interspeech (USB) · no summary yetChanghan Wang et al.2021 · 34 citations
33. XTREME-S: Evaluating Cross-lingual Speech Representations ↗Interspeech (USB) · no summary yetAlexis Conneau et al.2022 · 28 citations
34. Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation ↗Interspeech (USB) · no summary yetJia Ye et al.2022 · 27 citations
35. Toward Joint Language Modeling for Speech Units and Text ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetJu-Chieh Chou et al.2023 · 23 citations
36. Apprentissage et applications de représentations multilingues distribuées ↗theses.fr (ABES) · no summary yetAlexis Conneau2019
37. Learning distributed representations of sentences using neural networks ↗no summary yetAlexis Conneau2019

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