Identifying code-mixed and code-switched hateful remarks on social media using NLP

Identifying code-mixed and code-switched hateful remarks on social media using NLP

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Bibliografiske detaljer
Main Authors:	Sinha, Sumaiya, Nawar, Naharin Siddiqui, Khan, Md. Abrar Faiaz
Andre forfattere:	Sadeque, Farig
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2024
Fag:	Cyberbullying Cyber harassment Online bullying Social media Hate speech NLP Natural language processing (Computer science). Automatic speech recognition. Deep learning (Machine learning).
Online adgang:	http://hdl.handle.net/10361/24270

Lignende værker

Multi-modal hate speech detection using machine learning
af: Shill, Ponkoj Chandra, et al.
Udgivet: (2021)

Hate speech detection using machine learning techniques
af: Manzoor, Tahbib, et al.
Udgivet: (2024)

Novel approach to detect hate speech and profanity on online platforms
af: Pritha, Barha Meherun, et al.
Udgivet: (2022)

Hate crimes in cyberspace /
af: Citron, Danielle Keats, 1968-
Udgivet: (2014)

Sentiment analysis using Natural Language Processing (NLP) & deep learning
af: Islam, Kazi Minhazul, et al.
Udgivet: (2022)

Exploration of cyberbullying behaviour among students of secondary schools in Dhaka during COVID-19
af: Bhuiyan, Md. Tanvir Rahman
Udgivet: (2024)

Examining lexical and grammatical diﬃculties in Bengali language using NLP with machine learning
af: Afroz, Sazia, et al.
Udgivet: (2021)

The impacts of workplace bullying & harassment on Bangladeshi minority communities
af: Farhin, Saika
Udgivet: (2022)

Bangla hate speech detection on social media using attention-based recurrent neural network
af: Das, Amit Kumar, et al.
Udgivet: (2022)

Computational analysis and detection of Bengali communal violent speech
af: Khondoker, Abdullah, et al.
Udgivet: (2024)

Identifying hate speech of Bangla language text using natural language processing
af: Rahman, Mushfiqur, et al.
Udgivet: (2024)

Cyberbullying Detection using Machine Learning from Social Media comments in Bangla Language
af: Tuhin, Saikat Halder, et al.
Udgivet: (2023)

AVCL: Audio Video clustering for learning Conversation labeling using Neural Network and NLP
af: Chowdhury, Salman Mostafiz, et al.
Udgivet: (2022)

Tracing the footprints of digital aggression: an ethnographic journey into cyber harassment against female activists in Bangladesh
af: Fatema, Ummul Khayer
Udgivet: (2024)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
af: Hossain, Prommy Sultana
Udgivet: (2022)

Comprehensive Campus Safeguarding Framework of Brac Universtiy
af: Brac Univeristiy
Udgivet: (2022)

Speech coding algorithms : foundation and evolution of standardized coders /
af: Chu, Wai C., 1967-
Udgivet: (2003)

Development of annotated Bangla speech corpora
af: Alam, Firoj, et al.
Udgivet: (2010)

Acoustic analysis of Bangla consonants
af: Alam, Firoj, et al.
Udgivet: (2010)

Acoutstic analysis of Bangla consonants
af: Alam, Firoj, et al.
Udgivet: (2010)

Fundamentals of speech recognition /
af: Rabiner, Lawrence R., 1943-
Udgivet: (2009)

A hybrid deep learning model and explainable AI-based Bengali hate speech multi-label classification and interpretation
af: Shakil, Mahmudul Hasan
Udgivet: (2023)

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Shohojogi: an automated Bengali voice chat system for the banking customer services
af: Arnab, Kabir Abdur Rahman, et al.
Udgivet: (2023)

Free speech: creating the ‘Us and Them’ debate
af: Kabir, Nahid Afrose
Udgivet: (2019)

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Udgivet: (2003)

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Udgivet: (2003)

The shaping of Indian science : Indian Science Congress Association, presidential addresses.
Udgivet: (2003)

Research report on Bengali NLP engine for TTS
af: Alam, Firoj
Udgivet: (2010)

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
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Udgivet: (2018)

Text to speech for Bangla language using festival
af: Alam, Firoj, et al.
Udgivet: (2010)

Audio recognition using feed forward neural network optimized by principle component analysis
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Udgivet: (2017)

Visual speech recognition using artificial neural networking
af: Sharmili, Nowshin, et al.
Udgivet: (2018)

The world's 100 greatest speeches /
Udgivet: (2016)

We shall fight on the beaches : the speeches that inspired history /
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Udgivet: (2013)

Smartphone addiction in children: How are parents responsible for it?
af: Hossen, Md Sohrab
Udgivet: (2023)

Voice recognition using machine learning and central database to enhance security system
af: Nur, Mir Md. Taosif, et al.
Udgivet: (2022)

Teacher’s perception on bullying in early-primary years
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Udgivet: (2021)

Text to speech synthesis for Bangla language
af: Adnan, Morshed Jaman, et al.
Udgivet: (2016)

Comparison of Unigram, Bigram, HMM and Brill's POS tagging approaches for some South Asian languages
af: Hasan, Muhammad Fahim, et al.
Udgivet: (2010)