Enriching Word Vectors with Subword Information, Transactions of the Association of Computational Linguistics, vol.5, pp.135-146, 2017. ,
Biosentvec : creating sentence embeddings for biomedical texts, 2018. ,
, Bert : Pre-training of deep bidirectional transformers for language understanding, 2018.
Introducing and evaluating ukwac, a very large web-derived corpus of english, 2008. ,
CLEAR-Simple Corpus for Medical French, 2018. ,
Recherche et extraction d'information dans des cas cliniques. présentation de la campagne d'évaluation deft 2019, 2019. ,
Bag of Tricks for Efficient Text Classification, 2016. ,
Adam : A Method for Stochastic Optimization, International Conference on Learning Representations, pp.1-13, 2014. ,
Overcoming catastrophic forgetting in neural networks, 2016. ,
Biobert : a pretrained biomedical language representation model for biomedical text mining, 2019. ,
An efficient framework for learning sentence representations, pp.1-16, 2018. ,
The QUAERO French medical corpus : A ressource for medical entity recognition and normalization, Proc of BioTextMining Work, pp.24-30, 2014. ,
Building a Web-Scale Dependency-Parsed Corpus from Common Crawl, pp.1816-1823, 2017. ,
Magnitude : A fast, efficient universal vector embedding utility package, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing : System Demonstrations, pp.120-126, 2018. ,
Simple and effective dimensionality reduction for word embeddings, 2017. ,
, Les résultats de la tache 1 pourraient être améliorés en faisant appel à des techniques de recherche d'information plus poussée (e.g. utilisation d'ElasticSearch) pour la création d'autres traits
, Enfin, les deux tâches étant liées à de l'ordonnancement, des fonctions de coûts plus appropriées pourraient être considérées
, , 2018.
, Clinical concept embeddings learned from massive sources of medical data
Composition of sentence embeddings : Lessons from statistical relational learning, 2019. ,
, , 2019.
Parallel data, tools and interfaces in opus, Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12), 2012. ,