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

Cross-domain and Cross-lingual Abusive Language Detection

The development of computational methods to detect abusive language in social media within variable and multilingual contexts has recently gained significant ...

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

It is shown that training a system on general abusive language datasets will produce a cross-domain robust system, which can be used to detect other more ...

Cross-Platform and Cross-Domain Abusive Language Detection ...

We design SCL-Fish, a supervised contrastive learning integrated meta-learning algorithm to detect abusive language on unseen platforms.

A Hybrid Approach with Deep Learning and a Multilingual Lexicon

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

Cross-lingual Offensive Language Detection: A Systematic Review ...

Cross-lingual hate speech detection based on multilingual domain-specific word embeddings. arXiv preprint arXiv:2104.14728 (2021). Arango et ...

Cross-Platform and Cross-Domain Abusive Language Detection ...

This work design and experimental analysis shows that SCL-Fish achieves better performance over ERM and the existing state-of-the-art models, ...

Cross-Platform and Cross-Domain Abusive Language Detection ...

PDF | The prevalence of abusive language on different online platforms has been a major concern that raises the need for automated ...

Towards multidomain and multilingual abusive language detection

Several studies have been proposed to deal with this vital issue by modeling this task in the cross-domain and cross-lingual setting. This paper ...

Transfer language selection for zero-shot cross-lingual abusive ...

We study the selection of transfer languages for automatic abusive language detection. Instead of preparing a dataset for every language, we demonstrate the ...

Cross-Lingual Transfer Learning for Hate Speech Detection

(2018) and the German dataset of the GermEval Shared Task on the Identi- fication of Offensive Language (Ruppenhofer et al.,. Page 2. 16. 2018) ...

Investigating cross-lingual training for offensive language detection

In the domain of offensive language detection, Stappen, Brunn & Schuller (2020)'s cross-lingual experiments (see “Multilingual and Cross-lingual ...

Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in...

In this work, we resort to data augmentation and continual pre-training for domain adaptation to improve cross-lingual abusive language detection. For data ...

Towards multidomain and multilingual abusive language detection

A few works initiated cross-domain and cross-lingual studies on abusive language detection to tackle these aspects of the problem [48, 64, 94, 134]. However, ...

Multilingual Offensive Language Identification with Cross-lingual ...

We take advantage of existing English data to project predictions in three other languages: Bengali, Hindi, and Spanish. 2. We tackle both off-domain and off- ...

Multilingual Offensive Language Identification for Low-resource ...

In this paper, we take advantage of available English datasets by applying cross-lingual contextual word embeddings and transfer learning to make predictions in ...

BERT-Based Analysis of Bengali, Assamese, & Bodo ... - CEUR-WS

Cross-Linguistic Offensive Language Detection: BERT-Based Analysis of Bengali, Assamese, & Bodo. Conversational Hateful Content from Social ...

Cross-Language Offensive Speech Detection Using the mBERT Model

[2] PAMUNGKAS E W, PATTI V. (2019). Cross-domain and cross-lingual abusive language detection: a hybrid approach with deep learning and a multilingual lexicon.

Cross-Lingual Few-Shot Hate Speech and Offensive Language ...

new concept in the hate speech detection domain. Some recent works have discussed the use of cross-lingual models, along with few- or zero-shot learning ...

Abusive Language Detection in Khasi Social Media Comments

cross-lingual properties for abusive language detection in the Khasi language ... domain of abusive language detection in Indian languages ...

Label modification and bootstrapping for zero-shot cross-lingual ...