Rémi Lebret
Rémi Lebret
EPFL
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Word Emdeddings through Hellinger PCA
R Lebret, R Collobert
EACL 2014, 2013
2402013
Neural text generation from structured data with application to the biography domain
R Lebret, D Grangier, M Auli
EMNLP 2016, 2016
1852016
Phrase-based image captioning
R Lebret, PO Pinheiro, R Collobert
ICML 2015, 2015
1032015
Rmixmod: the R package of the model-based unsupervised, supervised and semi-supervised classification mixmod library
R Lebret, S Iovleff, F Langrognet, C Biernacki, G Celeux, G Govaert
81*2015
Polisis: Automated analysis and presentation of privacy policies using deep learning
H Harkous, K Fawaz, R Lebret, F Schaub, KG Shin, K Aberer
27th {USENIX} Security Symposium ({USENIX} Security 18), 531-548, 2018
732018
Rehabilitation of count-based models for word vector representations
R Lebret, R Collobert
International Conference on Intelligent Text Processing and Computational …, 2015
482015
Is deep learning really necessary for word embeddings?
R Lebret, J Legrand, R Collobert
Deep Learning Workshop, NIPS 2013, 2013
322013
Simple image description generator via a linear phrase-based approach
R Lebret, PO Pinheiro, R Collobert
ICLR 2015 Workshop Track, 2014
312014
Taxonomy Induction using Hypernym Subsequences
A Gupta, R Lebret, H Harkous, K Aberer
CIKM 2017, 2017
202017
Multimodal classification for analysing social media
CT Duong, R Lebret, K Aberer
arXiv preprint arXiv:1708.02099, 2017
142017
Word embeddings for natural language processing
RP Lebret
EPFL, 2016
122016
N-gram-based low-dimensional representation for document classification
R Lebret, R Collobert
ICLR 2015 Workshop Track, 2014
122014
"The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders
R Lebret, R Collobert
Deep Learning Workshop, ICML 2015, 2015
82015
Weakly supervised active learning with cluster annotation
F Perez, R Lebret, K Aberer
arXiv preprint arXiv:1812.11780, 2018
42018
280 Birds with One Stone: Inducing Multilingual Taxonomies from Wikipedia using Character-level Classification
A Gupta, R Lebret, H Harkous, K Aberer
AAAI 2018, 2017
22017
Spoken dialect identification in Twitter using a multi-filter architecture
M Banaei, R Lebret, K Aberer
arXiv preprint arXiv:2006.03564, 2020
12020
Upgrading the Newsroom: An Automated Image Selection System for News Articles
F Liu, R Lebret, D Orel, P Sordet, K Aberer
arXiv preprint arXiv:2004.11449, 2020
2020
Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task
A Mohammadshahi, R Lebret, K Aberer
arXiv preprint arXiv:1910.03291, 2019
2019
Twitter Sentiment Analysis (Almost) from Scratch
R Lebret, PHO Pinheiro, R Collobert
Idiap, 2016
2016
Visually Grounded Cross-Lingual Transfer Learning
F Liu, R Lebret, K Aberer
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