Towards generalisable hate speech detection: a review on obstacles and solutions
Hate speech is one type of harmful online content which directly attacks or promotes hate
towards a group or an individual member based on their actual or perceived aspects of …
towards a group or an individual member based on their actual or perceived aspects of …
Evalita 2020: Overview of the 7th evaluation campaign of natural language processing and speech tools for italian
The Evaluation Campaign of Natural Language Processing and Speech Tools for Italian
(EVALITA) is the biennial initiative aimed at promoting the development of language and …
(EVALITA) is the biennial initiative aimed at promoting the development of language and …
SemEval-2022 Task 5: Multimedia automatic misogyny identification
The paper describes the SemEval-2022 Task 5: Multimedia Automatic Misogyny
Identification (MAMI), which explores the detection of misogynous memes on the web by …
Identification (MAMI), which explores the detection of misogynous memes on the web by …
[HTML][HTML] Offensive, aggressive, and hate speech analysis: From data-centric to human-centered approach
Abstract Analysis of subjective texts like offensive content or hate speech is a great
challenge, especially regarding annotation process. Most of current annotation procedures …
challenge, especially regarding annotation process. Most of current annotation procedures …
Exposing the limits of zero-shot cross-lingual hate speech detection
D Nozza - Proceedings of the 59th Annual Meeting of the …, 2021 - aclanthology.org
Reducing and counter-acting hate speech on Social Media is a significant concern. Most of
the proposed automatic methods are conducted exclusively on English and very few …
the proposed automatic methods are conducted exclusively on English and very few …
[HTML][HTML] Detecting abusive comments at a fine-grained level in a low-resource language
YouTube is a video-sharing and social media platform where users create profiles and
share videos for their followers to view, like, and comment on. Abusive comments on videos …
share videos for their followers to view, like, and comment on. Abusive comments on videos …
[PDF][PDF] Haspeede 2@ evalita2020: Overview of the evalita 2020 hate speech detection task
Abstract The Hate Speech Detection (HaSpeeDe 2) task is the second edition of a shared
task on the detection of hateful content in Italian Twitter messages. HaSpeeDe 2 is …
task on the detection of hateful content in Italian Twitter messages. HaSpeeDe 2 is …
SWSR: A Chinese dataset and lexicon for online sexism detection
Online sexism has become an increasing concern in social media platforms as it has
affected the healthy development of the Internet and can have negative effects in society …
affected the healthy development of the Internet and can have negative effects in society …
[HTML][HTML] A survey on hate speech detection and sentiment analysis using machine learning and deep learning models
In today's digital era, the rise of hate speech has emerged as a critical concern, driven by the
rapid information-sharing capabilities of social media platforms and online communities. As …
rapid information-sharing capabilities of social media platforms and online communities. As …
Entropy-based attention regularization frees unintended bias mitigation from lists
Natural Language Processing (NLP) models risk overfitting to specific terms in the training
data, thereby reducing their performance, fairness, and generalizability. Eg, neural hate …
data, thereby reducing their performance, fairness, and generalizability. Eg, neural hate …