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Greatest papers with code

ALL-IN-1: Short Text Classification with One Model for All Languages

26 Oct 2017bplank/ijcnlp2017-customer-feedback

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

Multiview Boosting by Controlling the Diversity and the Accuracy of View-specific Voters

17 Aug 2018goyalanil/Multiview_Dataset_MNIST

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

CogALex-VI Shared Task: Transrelation - A Robust Multilingual Language Model for Multilingual Relation Identification

12 Dec 2020Text2TCS/Transrelation

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

NLP-CUET@LT-EDI-EACL2021: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner

28 Feb 2021eftekhar-hossain/CUET_NLP-EACL_2021

We propose three distinct models to identify hope speech in English, Tamil and Malayalam language to serve this purpose.

MULTILINGUAL TEXT CLASSIFICATION

NLP-CUET@DravidianLangTech-EACL2021: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers

28 Feb 2021eftekhar-hossain/CUET_NLP-EACL_2021

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.

4 MULTILINGUAL TEXT CLASSIFICATION

A Multi-cascaded Deep Model for Bilingual SMS Classification

29 Nov 2019haroonshakeel/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