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primary topic: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis

Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis
type: AcademicArticle
type: Article
abstract: The proliferation of damaging content on social media in today’s digital environment has increased the need for efficient hate speech identification systems. A thorough examination of hate speech detection methods in a variety of settings, such as code-mixed, multilingual, visual, audio, and textual scenarios, is presented in this paper. Unlike previous research focusing on single modalities, our study thoroughly examines hate speech identification across multiple forms. We classify the numerous types of hate speech, showing how it appears on different platforms and emphasizing the unique difficulties in multi-modal and multilingual settings. We fill research gaps by assessing a variety of methods, including deep learning, machine learning, and natural language processing, especially for complicated data like code-mixed and cross-lingual text. Additionally, we offer key technique comparisons, suggesting future research avenues that prioritize multi-modal analysis and ethical data handling, while acknowledging its benefits and drawbacks. This study attempts to promote scholarly research and real-world applications on social media platforms by acting as an essential resource for improving hate speech identification across various data sources.
date: 2025-05
volume: 12
issue: 1
is part of: Journal of Big Data
status: peerReviewed
status: published
author list: authors
type: EPrint
type: ArticleEPrint
is part of: repository
has document: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Texto)
has document: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Otro)
subject: Engineering
subject: Comunication

Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Texto)
type: Document
has file: s40537-025-01167-w.pdf
has part: s40537-025-01167-w.pdf

Journal of Big Data
type: Collection
issn: 21961115

Helena Garay
type: Person
given name: Helena
family name: Garay

Mahpara Saleem
type: Person
given name: Mahpara
family name: Saleem

Hafiz Muhammad Raza Ur Rehman
type: Person
given name: Hafiz Muhammad
family name: Raza Ur Rehman

Muhammad Zeeshan Jhandir
type: Person
given name: Muhammad Zeeshan
family name: Jhandir

Imran Ashraf
type: Person
given name: Imran
family name: Ashraf

Eduardo René Silva Alvarado
type: Person
given name: Eduardo René
family name: Silva Alvarado

Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Otro)
type: Document
is version of: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Texto)
is volatile version of: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Texto)
is index codes version of: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis (Texto)
has file: indexcodes.txt
has part: indexcodes.txt

HTML Summary of #17788 Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis
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primary topic: Detecting hate in diversity: a survey of multilingual code-mixed image and video analysis

Engineering
type: Concept
preferred label: Ingeniería @es

Comunication
type: Concept
preferred label: Comunicación @es