A literature survey on multimodal and multilingual automatic hate speech identification

A Chhabra, DK Vishwakarma - Multimedia Systems, 2023 - Springer
Social media is a more common and powerful platform for communication to share views
about any topic or article, which consequently leads to unstructured toxic, and hateful …

Cyber-aggression, cyberbullying, and cyber-grooming: A survey and research challenges

M Mladenović, V Ošmjanski, SV Stanković - ACM Computing Surveys …, 2021 - dl.acm.org
Cyber-aggression, cyberbullying, and cyber-grooming are distinctive and similar
phenomena that represent the objectionable content appearing on online social media …

Toxicity in chatgpt: Analyzing persona-assigned language models

A Deshpande, V Murahari, T Rajpurohit… - arxiv preprint arxiv …, 2023 - arxiv.org
Large language models (LLMs) have shown incredible capabilities and transcended the
natural language processing (NLP) community, with adoption throughout many services like …

The hateful memes challenge: Detecting hate speech in multimodal memes

D Kiela, H Firooz, A Mohan… - Advances in neural …, 2020 - proceedings.neurips.cc
This work proposes a new challenge set for multimodal classification, focusing on detecting
hate speech in multimodal memes. It is constructed such that unimodal models struggle and …

Semeval-2019 task 6: Identifying and categorizing offensive language in social media (offenseval)

M Zampieri, S Malmasi, P Nakov, S Rosenthal… - arxiv preprint arxiv …, 2019 - arxiv.org
We present the results and the main findings of SemEval-2019 Task 6 on Identifying and
Categorizing Offensive Language in Social Media (OffensEval). The task was based on a …

Predicting the type and target of offensive posts in social media

M Zampieri, S Malmasi, P Nakov, S Rosenthal… - arxiv preprint arxiv …, 2019 - arxiv.org
As offensive content has become pervasive in social media, there has been much research
in identifying potentially offensive messages. However, previous work on this topic did not …

Hate speech dataset from a white supremacy forum

O De Gibert, N Perez, A García-Pablos… - arxiv preprint arxiv …, 2018 - arxiv.org
Hate speech is commonly defined as any communication that disparages a target group of
people based on some characteristic such as race, colour, ethnicity, gender, sexual …

Large scale crowdsourcing and characterization of twitter abusive behavior

A Founta, C Djouvas, D Chatzakou… - Proceedings of the …, 2018 - ojs.aaai.org
In recent years online social networks have suffered an increase in sexism, racism, and
other types of aggressive and cyberbullying behavior, often manifesting itself through …

Benchmarking aggression identification in social media

R Kumar, AK Ojha, S Malmasi… - Proceedings of the first …, 2018 - aclanthology.org
In this paper, we present the report and findings of the Shared Task on Aggression
Identification organised as part of the First Workshop on Trolling, Aggression and …

Impact of SMOTE on imbalanced text features for toxic comments classification using RVVC model

V Rupapara, F Rustam, HF Shahzad… - IEEE …, 2021 - ieeexplore.ieee.org
Social media platforms and microblogging websites have gained accelerated popularity
during the past few years. These platforms are used for expressing views and opinions …