Alexis CONNEAU
26 papers · 2017–2024 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (53) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π±
Topic Pioneer
π§¬
Topic Evolution
π
Keyword Trendsetter Combo
(6)
π
Keyword Champion
(2)
π§
Keyword Pioneer
π
Trend Setter
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
π
Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(101)
Top co-authors
Research topics
Machine Learning
(18)
Deep Learning
(17)
Natural Language Processing
(15)
Learning Types Β· Machine Learning
(12)
Learning Types Β· Deep Learning
(12)
Artificial Intelligence
(10)
Applications
(9)
Core AI
(9)
Resources & Methods
(8)
Speech & Audio
(7)
Recognition
(7)
Architectures
(5)
Core Methods
(5)
Learning Paradigms
(3)
Models
(3)
Keywords
speech recognition
(7)
transfer learning
(5)
self-supervised learning
(5)
representation learning
(5)
machine translation
(4)
language model
(4)
unsupervised learning
(4)
low-resource language
(4)
multilingual model
(3)
multilingual language model
(3)
multimodal learning
(3)
sentence representation
(3)
masked language modeling
(3)
semi-supervised learning
(2)
sentence embedding
(2)
cross-lingual transfer
(2)
transformer architecture
(2)
natural language inference
(2)
few-shot learning
(2)
speech translation
(2)
Papers
Scaling Speech Technology to 1,000+ Languages
JMLR 2024
Scaling Laws for Generative Mixed-Modal Language Models
ICML 2023
Textually Pretrained Speech Language Models
NeurIPS 2023
Toward Joint Language Modeling for Speech Units and Text
EMNLP 2023
Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation
Interspeech 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale
Interspeech 2022
XTREME-S: Evaluating Cross-lingual Speech Representations
Interspeech 2022
Larger-Scale Transformers for Multilingual Masked Language Modeling
ACL 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation
Interspeech 2021
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models
ACL 2021
Self-training Improves Pre-training for Natural Language Understanding
NAACL 2021
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
ICLR 2021
Unsupervised Cross-Lingual Representation Learning for Speech Recognition
Interspeech 2021
Unsupervised Speech Recognition
NeurIPS 2021
Emerging Cross-lingual Structure in Pretrained Language Models
ACL 2020
Unsupervised Cross-lingual Representation Learning at Scale
ACL 2020
Cross-lingual Language Model Pretraining
NeurIPS 2019
Proceedings of the 4th Workshop on Representation Learning for NLP (RepL4NLP-2019)
ACL 2019
Learning Visually Grounded Sentence Representations
NAACL 2018
Phrase-Based & Neural Unsupervised Machine Translation
EMNLP 2018
Unsupervised Machine Translation Using Monolingual Corpora Only
ICLR 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties
ACL 2018
Word translation without parallel data
ICLR 2018
XNLI: Evaluating Cross-lingual Sentence Representations
EMNLP 2018
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
EMNLP 2017
Very Deep Convolutional Networks for Text Classification
EACL 2017