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Alexis CONNEAU

28 papers · 2017–2024 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (5) 🧬 Topic Evolution πŸ† Keyword Champion (2) 🌱 Topic Pioneer 🀝 Dynamic Duo (10) πŸ’Ž Century Club (28) πŸ—ƒοΈ Keyword Collector (94) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (8) ⚑ Prolific Year (9)

Conferences

ACL (6) INTERSPEECH (5) EMNLP (4) ICLR (3) NIPS (3) IJCNLP (2) NAACL (2) EACL (1) ICML (1) JMLR (1)

Top co-authors

Michael Auli (10) Alexei Baevski (8) Guillaume Lample (6) Naman Goyal (5) Veselin Stoyanov (5) Changhan Wang (4) Juan Pino (4) Myle Ott (4) Jingfei Du (4) Wei-Ning Hsu (4)

Keywords

speech recognition (7) transfer learning (6) representation learning (5) self-supervised learning (5) multilingual model (4) masked language modeling (4) sentence representation (3) language model (3) speech translation (3) multimodal learning (3) multilingual language model (3) cross-lingual understanding (3) natural language inference (2) machine translation (2) semi-supervised learning (2) sentence embedding (2) pretrained model (2) zero-shot learning (2) cross-lingual transfer (2) unsupervised learning (2)

Papers

Scaling Speech Technology to 1,000+ Languages JMLR 2024
Textually Pretrained Speech Language Models NIPS 2023
Scaling Laws for Generative Mixed-Modal Language Models ICML 2023
Toward Joint Language Modeling for Speech Units and Text EMNLP 2023
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale INTERSPEECH 2022
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation INTERSPEECH 2022
XTREME-S: Evaluating Cross-lingual Speech Representations INTERSPEECH 2022
Larger-Scale Transformers for Multilingual Masked Language Modeling IJCNLP 2021
Self-training Improves Pre-training for Natural Language Understanding NAACL 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling ACL 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning ICLR 2021
Unsupervised Speech Recognition NIPS 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models IJCNLP 2021
Unsupervised Cross-Lingual Representation Learning for Speech Recognition INTERSPEECH 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation INTERSPEECH 2021
Unsupervised Cross-lingual Representation Learning at Scale ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
Cross-lingual Language Model Pretraining NIPS 2019
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019) ACL 2019
Unsupervised Machine Translation Using Monolingual Corpora Only ICLR 2018
Word translation without parallel data ICLR 2018
Phrase-Based & Neural Unsupervised Machine Translation EMNLP 2018
XNLI: Evaluating Cross-lingual Sentence Representations EMNLP 2018
Learning Visually Grounded Sentence Representations NAACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017
Very Deep Convolutional Networks for Text Classification EACL 2017