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Melissa Ailem
Melissa Ailem
Lingua Custodia
Adresse e-mail validée de linguacustodia.com - Page d'accueil
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Sparse poisson latent block model for document clustering
M Ailem, F Role, M Nadif
IEEE Transactions on Knowledge and Data Engineering 29 (7), 1563-1576, 2017
422017
Co-clustering document-term matrices by direct maximization of graph modularity
M Ailem, F Role, M Nadif
Proceedings of the 24th ACM international on conference on information and …, 2015
422015
Graph modularity maximization as an effective method for co-clustering text data
M Ailem, F Role, M Nadif
Knowledge-Based Systems 109, 160-173, 2016
382016
Word co-occurrence regularized non-negative matrix tri-factorization for text data co-clustering
A Salah, M Ailem, M Nadif
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
332018
Non-negative matrix factorization meets word embedding
M Ailem, A Salah, M Nadif
Proceedings of the 40th international acm sigir conference on research and …, 2017
282017
Model-based co-clustering for the effective handling of sparse data
M Ailem, F Role, M Nadif
Pattern Recognition 72, 108-122, 2017
262017
Unsupervised text mining for assessing and augmenting GWAS results
M Ailem, F Role, M Nadif, F Demenais
Journal of biomedical informatics 60, 252-259, 2016
162016
Topic augmented generator for abstractive summarization
M Ailem, B Zhang, F Sha
arXiv preprint arXiv:1908.07026, 2019
142019
Encouraging neural machine translation to satisfy terminology constraints
M Ailem, J Liu, R Qader
arXiv preprint arXiv:2106.03730, 2021
82021
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
M Ailem, B Zhang, A Bellet, P Denis, F Sha
EMNLP, 2018
82018
A way to boost semi-NMF for document clustering
A Salah, M Ailem, M Nadif
Proceedings of the 2017 ACM on Conference on Information and Knowledge …, 2017
82017
Lingua Custodia's participation at the WMT 2021 Machine Translation using Terminologies shared task
M Ailem, J Liu, R Qader
arXiv preprint arXiv:2111.02120, 2021
32021
Lingua Custodia’s participation at the WMT 2022 Word-Level Auto-completion shared task
M Ailem, J Liu, JG Barthélemy, R Qader
Proceedings of the Seventh Conference on Machine Translation Shared Tasks …, 2022
12022
Amortized Inference of Variational Bounds for Learning Noisy-OR
Y Yan, M Ailem, F Sha
International Conference on Artificial Intelligence and Statistics, 3632-3641, 2020
12020
Improving NMF clustering by leveraging contextual relationships among words
M Febrissy, A Salah, M Ailem, M Nadif
Neurocomputing 495, 105-117, 2022
2022
2017 Index IEEE Transactions on Knowledge and Data Engineering Vol. 29
S Aanen, E Abdelhamid, A Aboulnaga, B Adhikari, N Advokaat, ...
IEEE Transactions on Knowledge and Data Engineering 30 (1), 1, 2018
2018
Sparsity-sensitive diagonal co-clustering algorithms for the effective handling of text data
M Ailem
Sorbonne Paris Cité, 2016
2016
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images Download PDF
M Ailem, B Zhang, A Bellet, P Denis, F Sha
Amortized Inference of Variational Bounds for Learning Noisy-OR Supplementary Materials
Y Yan, M Ailem, F Sha
Factorisation matricielle non-négative sémantique
M Febrissy, A Salah, M Ailem, M Nadif
Société Francophone de Classification (SFC) Actes des 26èmes Rencontres, 15, 0
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