A Hybrid Approach with Deep Learning and a Multilingual Lexicon

Cross-domain and Cross-lingual Abusive Language Detection

A hybrid approach with deep learning and a multilingual lexicon to cross-domain and cross-lingual detection of abusive content is proposed and compared with ...

Request PDF | On Jan 1, 2019, Endang Wahyu Pamungkas and others published Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with ...

[PDF] Cross-domain and Cross-lingual Abusive Language Detection

Cross-domain and Cross-lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon · Figures and Tables · Topics · 95 ...

‪Endang Wahyu Pamungkas‬ - ‪Google Scholar‬

Cross-domain and cross-lingual abusive language detection: A hybrid approach with deep learning and a multilingual lexicon. EW Pamungkas, V Patti. Proceedings ...

A hybrid lexicon-based and neural approach for explainable polarity ...

In this work, we propose BERT-WMAL, a hybrid model that brings together information coming from data through the recent transformer deep learning model.

[PDF] Cross-Domain Detection of Abusive Language Online

... lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon ... method based on a deep neural network combining ...

‪Endang Wahyu Pamungkas‬ - ‪Google Scholar‬

Cross-domain and cross-lingual abusive language detection: A hybrid approach with deep learning and a multilingual lexicon‏. EW Pamungkas, V Patti ...

Abusive Language | Papers With Code

... lingual Abusive Language Detection: A Hybrid Approach with Deep Learning and a Multilingual Lexicon. no code yet • ACL 2019. This makes abusive language ...

A hybrid deep learning architecture for opinion-oriented multi ...

Currently, most sentiment analysis method can be divided into three categories which are lexicon-based approach, machine learning approach and ...

A hybrid lexicon-based and neural approach for explainable polarity ...

Agüero-Torales M.M., Salas J.I.A., López-Herrera A.G., Deep learning and multilingual sentiment analysis on social media data: An overview, ...

A hybrid lexicon-based and neural approach for explainable polarity ...

Agüero-Torales, Deep learning and multilingual sentiment analysis on social media data: An overview, Applied Soft Computing, № 107

A Hybrid Approach of Machine Learning and Lexicons to Sentiment ...

In this paper, we develop a framework to analyze users' sentiments on Twitter on natural disasters using the data pre-processing techniques and a hybrid of ...

Cross-Language Offensive Speech Detection Using the mBERT Model

This method, which combines cross-language model transfer learning ... language detection: a hybrid approach with deep learning and a multilingual lexicon.

A deep learning approach to bilingual lexicon induction in the ...

Bilingual lexicon induction (BLI) is an important task in the biomedical domain as translation resources are usually available for general ...

A deep learning-based model using hybrid feature extraction ...

The most widely employed approaches to perform sentiment analysis include the Machine Learning/Deep Learning based method, lexicon-based method, ...

a new hybrid deep learning approach for aspect-based sentiment ...

In the field of natural language processing (NLP), aspect-based sentiment analysis (ABSA) is crucial for extracting insights from complex ...

Deep learning approaches to lexical simplification: A survey

Using their new dataset, they experimented with a number of monolingual transformers and several multilingual transformers. Ferres & Saggion ( ...

A Hybrid Approach to Sentiment Analysis Enhanced by ... - HAL

The classification of a document or a sentence according to its polarity can be conducted by machine learning algorithms, lexicon based methods, ...

Product Overview Sentiment Analysis Using Lexicon Hybrid-Based ...

In previous research using only machine learning methods, I got an unsatisfactory accuracy score because a lexical / lexicon hybrid method was used in this ...

an approach using deep learning based hybrid fine-tuned smith…

Jardim, A multilingual lexicon-based approach for sentiment analysis in social and cultural information system data, с. 1; Shah, Opinion-mining on Manglish ...