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SemEval-2019 Task 6 (Zampieri et al., 2019b) requires us to identify and categorise offensive language in social media. In this paper we will describe the process we took to tackle this challenge. Our process is heavily inspired by Sosa…

Computation and Language · Computer Science 2019-03-20 Ryan Ong

Cultural and social dynamics are important concepts that must be understood in order to grasp what a community cares about. To that end, an excellent source of information on what occurs in a community is the news, especially in recent…

Social and Information Networks · Computer Science 2020-10-23 Vladimir Vargas-Calderón , Nicolás Parra-A. , Jorge E. Camargo , Herbert Vinck-Posada

With the proliferation of hate speech on social networks under different formats, such as abusive language, cyberbullying, and violence, etc., people have experienced a significant increase in violence, putting them in uncomfortable…

Computation and Language · Computer Science 2024-10-28 Dihia Lanasri , Juan Olano , Sifal Klioui , Sin Liang Lee , Lamia Sekkai

One of the most significant issues as attended a lot in recent years is that of recognizing the sentiments and emotions in social media texts. The analysis of sentiments and emotions is intended to recognize the conceptual information such…

Machine Learning · Computer Science 2025-03-27 Bahareh Golchin , Noushin Riahi

With the increasing growth of social media, people have started relying heavily on the information shared therein to form opinions and make decisions. While such a reliance is motivation for a variety of parties to promote information, it…

Computation and Language · Computer Science 2019-12-17 Rahul Radhakrishnan Iyer , Katia Sycara

The prevalence of offensive content on the internet, encompassing hate speech and cyberbullying, is a pervasive issue worldwide. Consequently, it has garnered significant attention from the machine learning (ML) and natural language…

Computation and Language · Computer Science 2024-07-29 Alphaeus Dmonte , Tejas Arya , Tharindu Ranasinghe , Marcos Zampieri

This paper presents and evaluates work on the development of an artificial intelligence (AI) anti-bullying system. The system is designed to identify coordinated bullying attacks via social media and other mechanisms, characterize them and…

Artificial Intelligence · Computer Science 2024-08-21 Matthew Tassava , Cameron Kolodjski , Jordan Milbrath , Adorah Bishop , Nathan Flanders , Robbie Fetsch , Danielle Hanson , Jeremy Straub

Cyberbullying, which often has a deeply negative impact on the victim, has grown as a serious issue in Online Social Networks. Recently, researchers have created automated machine learning algorithms to detect Cyberbullying using social and…

Social and Information Networks · Computer Science 2019-05-10 Vivek Singh , Connor Hofenbitzer

The accelerated development of social media websites has posed intricate security issues in cyberspace, where these sites have increasingly become victims of criminal activities including attempts to intrude into them, abnormal traffic…

Machine Learning · Computer Science 2026-01-07 Aditi Sanjay Agrawal

The automatic detection of hate speech online is an active research area in NLP. Most of the studies to date are based on social media datasets that contribute to the creation of hate speech detection models trained on them. However, data…

Computation and Language · Computer Science 2023-07-06 Dimosthenis Antypas , Jose Camacho-Collados

The proposed algorithmic approach deals with finding the sense of a word in an electronic data. Now a day,in different communication mediums like internet, mobile services etc. people use few words, which are slang in nature. This approach…

Computation and Language · Computer Science 2017-02-15 Alok Ranjan Pal , Diganta Saha

In the last few years, microblogging platforms such as Twitter have given rise to a deluge of textual data that can be used for the analysis of informal communication between millions of individuals. In this work, we propose an…

Computation and Language · Computer Science 2021-11-17 Gonzalo Donoso , David Sanchez

We propose a method to discover latent topics and visualise large collections of tweets for easy identification and interpretation of topics, and exemplify its use with tweets from a Colombian mass media giant in the period 2014--2019. The…

Social and Information Networks · Computer Science 2023-03-28 Vladimir Vargas-Calderón , Marlon Steibeck Dominguez , N. Parra-A. , Herbert Vinck-Posada , Jorge E. Camargo

In this paper, we investigate the issue of hate speech by presenting a novel task of translating hate speech into non-hate speech text while preserving its meaning. As a case study, we use Spanish texts. We provide a dataset and several…

Computation and Language · Computer Science 2023-06-05 Yevhen Kostiuk , Atnafu Lambebo Tonja , Grigori Sidorov , Olga Kolesnikova

The rapid evolution of technology is a preferred method of interacting. A new world was created for young people who are sending emails, visiting websites, using webcams and chat rooms, and instant messaging through social media. In the…

Social and Information Networks · Computer Science 2019-04-16 Maria Papatsimouli , John Skordas , Lazaros Lazaridis , Eleni Michailidi , Vaggelis Saprikis , George F. Fragulis

COVID-19 has brought about many changes in social dynamics. Stay-at-home orders and disruptions in school teaching can influence bullying behavior in-person and online, both of which leading to negative outcomes in victims. To study…

Social and Information Networks · Computer Science 2026-03-31 Christopher Perez , Sayar Karmakar

For preventing youth suicide, social media platforms have received much attention from researchers. A few researches apply machine learning, or deep learning-based text classification approaches to classify social media posts containing…

Computation and Language · Computer Science 2022-06-20 Siqu Long , Rina Cabral , Josiah Poon , Soyeon Caren Han

Despite the considerable efforts being made to monitor and regulate user-generated content on social media platforms, the pervasiveness of offensive language, such as hate speech or cyberbullying, in the digital space remains a significant…

Computation and Language · Computer Science 2024-04-02 Yunze Xiao , Houda Bouamor , Wajdi Zaghouani

Censorship in social media has been well studied and provides insight into how governments stifle freedom of expression online. Comparatively less (or no) attention has been paid to detecting (self) censorship in traditional media (e.g.,…

Social and Information Networks · Computer Science 2017-03-20 Rongrong Tao , Baojian Zhou , Feng Chen , Naifeng Liu , David Mares , Patrick Butler , Naren Ramakrishnan

The task of detecting regionalisms (expressions or words used in certain regions) has traditionally relied on the use of questionnaires and surveys, and has also heavily depended on the expertise and intuition of the surveyor. The irruption…

Computation and Language · Computer Science 2019-07-11 Juan Manuel Pérez , Damián E. Aleman , Santiago N. Kalinowski , Agustín Gravano
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