| Neural text generation from structured data with application to the biography domain R Lebret, D Grangier, M Auli EMNLP 2016, 2016 | 600 | 2016 |
| 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 | 436 | 2018 |
| Word Emdeddings through Hellinger PCA R Lebret, R Collobert EACL 2014, 2013 | 381 | 2013 |
| Phrase-based image captioning R Lebret, PO Pinheiro, R Collobert ICML 2015, 2015 | 156 | 2015 |
| 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 Journal of Statistical Software 67, 1-29, 2015 | 133* | 2015 |
| Rehabilitation of count-based models for word vector representations R Lebret, R Collobert Computational Linguistics and Intelligent Text Processing: 16th …, 2015 | 78 | 2015 |
| Taxonomy Induction using Hypernym Subsequences A Gupta, R Lebret, H Harkous, K Aberer CIKM 2017, 2017 | 55 | 2017 |
| Simple image description generator via a linear phrase-based approach R Lebret, PO Pinheiro, R Collobert ICLR 2015 Workshop Track, 2014 | 47* | 2014 |
| Multimodal classification for analysing social media CT Duong, R Lebret, K Aberer arXiv preprint arXiv:1708.02099, 2017 | 45 | 2017 |
| Is deep learning really necessary for word embeddings? R Lebret, J Legrand, R Collobert Deep Learning Workshop, NIPS 2013, 2013 | 35 | 2013 |
| Word embeddings for natural language processing RP Lebret EPFL, 2016 | 34 | 2016 |
| Rmixmod: classification with mixture modelling F Langrognet, R Lebret, C Poli, S Iovleff, B Auder, S Iovleff R package version 2 (2.2), 2019 | 20 | 2019 |
| Discovering language-neutral sub-networks in multilingual language models N Foroutan, M Banaei, R Lebret, A Bosselut, K Aberer arXiv preprint arXiv:2205.12672, 2022 | 19 | 2022 |
| "The Sum of Its Parts": Joint Learning of Word and Phrase Representations with Autoencoders R Lebret, R Collobert Deep Learning Workshop, ICML 2015, 2015 | 17 | 2015 |
| Weakly supervised active learning with cluster annotation F Perez, R Lebret, K Aberer arXiv preprint arXiv:1812.11780, 2018 | 14* | 2018 |
| Upgrading the newsroom: An automated image selection system for news articles F Liu, R Lebret, D Orel, P Sordet, K Aberer ACM Transactions on Multimedia Computing, Communications, and Applications …, 2020 | 13 | 2020 |
| N-gram-based low-dimensional representation for document classification R Lebret, R Collobert ICLR 2015 Workshop Track, 2014 | 13 | 2014 |
| Aligning multilingual word embeddings for cross-modal retrieval task A Mohammadshahi, R Lebret, K Aberer arXiv preprint arXiv:1910.03291, 2019 | 12 | 2019 |
| Legal transformer models may not always help S Geng, R Lebret, K Aberer arXiv preprint arXiv:2109.06862, 2021 | 9 | 2021 |
| Multilingual text summarization on financial documents N Foroutan, A Romanou, S Massonnet, R Lebret, K Aberer Proceedings of the 4th Financial Narrative Processing Workshop@ LREC2022, 53-58, 2022 | 8 | 2022 |
Ronan CollobertMachine Learning Research, AppleVerified email at collobert.com
