In this paper we tackle multilingual named entity recognition task.
JOINT NER AND CLASSIFICATION LANGUAGE MODELLING MULTILINGUAL TEXT CLASSIFICATION NAMED ENTITY RECOGNITION
We present ALL-IN-1, a simple model for multilingual text classification that does not require any parallel data.
MULTILINGUAL TEXT CLASSIFICATION MULTILINGUAL WORD EMBEDDINGS TEXT CLASSIFICATION
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
We tackle the issue of classifier combinations when observations have multiple views.
DOCUMENT CLASSIFICATION MULTILINGUAL TEXT CLASSIFICATION MULTIVIEW LEARNING
We describe our submission to the CogALex-VI shared task on the identification of multilingual paradigmatic relations building on XLM-RoBERTa (XLM-R), a robustly optimized and multilingual BERT model.
HYPERNYM DISCOVERY LANGUAGE MODELLING MULTILINGUAL TEXT CLASSIFICATION RELATION CLASSIFICATION
We propose three distinct models to identify hope speech in English, Tamil and Malayalam language to serve this purpose.
In the task, datasets provided in three languages including Tamil, Malayalam and Kannada code-mixed with English where participants are asked to implement separate models for each language.
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