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Alexis Conneau
Alexis Conneau
Meta AI
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Unsupervised Cross-lingual Representation Learning at Scale
A Conneau, K Khandelwal, N Goyal, V Chaudhary, G Wenzek, F Guzmán, ...
ACL 2020, 2019
18582019
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
A Conneau, D Kiela, H Schwenk, L Barrault, A Bordes
EMNLP 2017 (Outstanding Paper), 2017
18202017
Cross-lingual Language Model Pretraining
A Conneau, G Lample
NeurIPS 2019 (Spotlight), 2019
1710*2019
Word Translation Without Parallel Data
A Conneau, G Lample, MA Ranzato, L Denoyer, H Jégou
ICLR 2018, 2017
13042017
Very deep convolutional networks for text classification
A Conneau, H Schwenk, L Barrault, Y Lecun
EACL 2017, 2016
1302*2016
Unsupervised Machine Translation Using Monolingual Corpora Only
G Lample, A Conneau, L Denoyer, MA Ranzato
ICLR 2018, 2017
9412017
XNLI: Evaluating Cross-lingual Sentence Representations
A Conneau, G Lample, R Rinott, A Williams, SR Bowman, H Schwenk, ...
EMNLP 2018, 2018
6532018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties
A Conneau, G Kruszewski, G Lample, L Barrault, M Baroni
ACL 2018, 2018
5912018
Phrase-Based & Neural Unsupervised Machine Translation
G Lample, M Ott, A Conneau, L Denoyer, MA Ranzato
EMNLP 2018 (Best Paper), 2018
5742018
SentEval: An Evaluation Toolkit for Universal Sentence Representations
A Conneau, D Kiela
LREC 2018, 2018
3842018
Product embeddings using side-information for recommendation
F Vasile, E Smirnova, A Conneau
WWW 2016, 2016
212*2016
Ccnet: Extracting high quality monolingual datasets from web crawl data
G Wenzek, MA Lachaux, A Conneau, V Chaudhary, F Guzman, A Joulin, ...
LREC 2020, 2019
1762019
Unsupervised cross-lingual representation learning for speech recognition
A Conneau, A Baevski, R Collobert, A Mohamed, M Auli
Interspeech 2021, 2020
1742020
Emerging Cross-lingual Structure in Pretrained Language Models
A Conneau, S Wu, H Li, L Zettlemoyer, V Stoyanov
ACL 2020, 2019
127*2019
Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning
B Gunel, J Du, A Conneau, V Stoyanov
ICLR 2021, 2020
110*2020
Unsupervised Speech Recognition
A Baevski, WN Hsu, A Conneau, M Auli
NeurIPS 2021 (Oral), 2021
722021
Self-training improves pre-training for natural language understanding
J Du, E Grave, B Gunel, V Chaudhary, O Celebi, M Auli, V Stoyanov, ...
NAACL 2021, 2020
702020
Learning visually grounded sentence representations
D Kiela, A Conneau, A Jabri, M Nickel
NAACL 2018, 2017
642017
Self-training and pre-training are complementary for speech recognition
Q Xu, A Baevski, T Likhomanenko, P Tomasello, A Conneau, R Collobert, ...
ICASSP 2021, 2020
582020
XLS-R: Self-supervised cross-lingual speech representation learning at scale
A Babu, C Wang, A Tjandra, K Lakhotia, Q Xu, N Goyal, K Singh, ...
arXiv preprint arXiv:2111.09296, 2021
402021
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Artiklar 1–20