WebIn this paper, we propose a Multilingual Interactive Attention Network (MLIAN) model for hate speech detection on multilingual social media text corpora, by building upon the attention networks for interpretability and human-in-the-loop paradigm for model adaptability. Web29 feb. 2024 · In this paper, we created a model which, taking benefits of the advantages of neural networks, classifies tweets written in seven different languages (and even those that contains more than one language at the same time) to hate speech or non hate speech. We used Convolutional Neural Networks (CNN) and character level representation.
Deep Learning Models for Multilingual Hate Speech Detection
Web19 dec. 2024 · The Risk of Racial Bias in Hate Speech Detection; Automated Hate Speech Detection and the Problem of Offensive Language; Racial Bias in Hate Speech and Abusive Language Detection Datasets; Quick prediction. The multilingual model has been trained on 7 different languages so it should only be tested on: english, french, spanish, … WebHate speech detection is a challenging problem with most of the datasets available in only one language: English. In this paper, we conduct a large scale analysis of multilingual hate speech in 9 languages from 16 different sources. We observe that in low resource setting, simple models such as LASER embedding with logistic regression performs the best, … fairfield inn sacramento airport natomas
Model-Agnostic Meta-Learning for Multilingual Hate Speech …
Web14 apr. 2024 · Deep Learning Models for Multilingual Hate Speech Detection. Hate speech detection is a challenging problem with most of the datasets available in only one … WebMultilingual-Hate-Speech-Detection. A DistillBert model that can detect hate speech in 7 different languages. This model can detect hate speech in 7 different languges; english, … Web20 aug. 2024 · Using multiple hate speech datasets, we evaluated the accuracy of existing as well as our hate speech detection approaches. Data preprocessing and features. … fairfield inn rome ny