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.

Dades bibliogràfiques
Autors principals:	Sinha, Sumaiya, Nawar, Naharin Siddiqui, Khan, Md. Abrar Faiaz
Altres autors:	Sadeque, Farig
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2024
Matèries:	Cyberbullying Cyber harassment Online bullying Social media Hate speech NLP Natural language processing (Computer science). Automatic speech recognition. Deep learning (Machine learning).
Accés en línia:	http://hdl.handle.net/10361/24270

Ítems similars

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

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

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

Hate crimes in cyberspace /
per: Citron, Danielle Keats, 1968-
Publicat: (2014)

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

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

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

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

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

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

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

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

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

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

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

Comprehensive Campus Safeguarding Framework of Brac Universtiy
per: Brac Univeristiy
Publicat: (2022)

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

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

Acoustic analysis of Bangla consonants
per: Alam, Firoj, et al.
Publicat: (2010)

Acoutstic analysis of Bangla consonants
per: Alam, Firoj, et al.
Publicat: (2010)

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

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

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
per: Ahmed, Syed Istiaque, et al.
Publicat: (2024)

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

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

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

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

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

Research report on Bengali NLP engine for TTS
per: Alam, Firoj
Publicat: (2010)

Bengali isolated speech recognition : a comparative analysis of the effects of data augmentation on HMM and DNN based acoustic models
per: Rashid, Warida, et al.
Publicat: (2018)

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

Audio recognition using feed forward neural network optimized by principle component analysis
per: Momo, Nusrat Suzana, et al.
Publicat: (2017)

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

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

We shall fight on the beaches : the speeches that inspired history /
per: Field, Jacob F.
Publicat: (2013)

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

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

Teacher’s perception on bullying in early-primary years
per: Islam, Sufia Binte
Publicat: (2021)

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

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