Multilingual text classification
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Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF
WS 2019
• sberbank-ai/ner-bert
• 
In this paper we tackle multilingual named entity recognition task.
JOINT NER AND CLASSIFICATION LANGUAGE MODELLING MULTILINGUAL TEXT CLASSIFICATION NAMED ENTITY RECOGNITION
Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters
Different experiments on three publicly available datasets show the efficiency of the proposed approach with respect to state-of-art models.
DOCUMENT CLASSIFICATION MULTILINGUAL TEXT CLASSIFICATION MULTIVIEW LEARNING
Multiview Learning of Weighted Majority Vote by Bregman Divergence Minimization
We tackle the issue of classifier combinations when observations have multiple views.
DOCUMENT CLASSIFICATION MULTILINGUAL TEXT CLASSIFICATION MULTIVIEW LEARNING
A Multi-cascaded Deep Model for Bilingual SMS Classification
Our model achieves high accuracy for classification on this dataset and outperforms the previous model for multilingual text classification, highlighting language independence of McM.
LEXICAL NORMALIZATION MULTILINGUAL TEXT CLASSIFICATION TEXT CLASSIFICATION TRANSLITERATION