A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

28 October 2019

Papers citing "A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media"

50 / 92 papers shown

Title
Dual-Class Prompt Generation: Enhancing Indonesian Gender-Based Hate Speech Detection through Data Augmentation Muhammad Amien Ibrahim Faisal Tora Sangputra Yopie Winarto Zefanya Delvin Sulistiya 50 0 0 06 Mar 2025
Evolving Hate Speech Online: An Adaptive Framework for Detection and Mitigation Shiza Ali Jeremy Blackburn Gianluca Stringhini 66 0 0 24 Feb 2025
Longitudinal Abuse and Sentiment Analysis of Hollywood Movie Dialogues using LLMs Rohitash Chandra Guoxiang Ren G. Houseman 54 0 0 20 Jan 2025
U-GIFT: Uncertainty-Guided Firewall for Toxic Speech in Few-Shot Scenario Jiaxin Song Xinyu Wang Yihao Wang Yifan Tang Ru Zhang Jianyi Liu Gongshen Liu AAML 50 0 0 03 Jan 2025
User-Aware Multilingual Abusive Content Detection in Social Media Mohammad Zia Ur Rehman Somya Mehta Kuldeep Singh Kunal Kaushik Nagendra Kumar 28 14 0 26 Oct 2024
ProvocationProbe: Instigating Hate Speech Dataset from Twitter Abhay Kumar Vigneshwaran Shankaran Rajesh Sharma 18 0 0 25 Oct 2024
LionGuard: Building a Contextualized Moderation Classifier to Tackle Localized Unsafe Content Jessica Foo Shaun Khoo 38 4 0 24 Jun 2024
Deep Learning Approaches for Detecting Adversarial Cyberbullying and Hate Speech in Social Networks S. Azumah Nelly Elsayed Zag ElSayed Murat Ozer Amanda La Guardia 53 1 0 30 May 2024
ViHateT5: Enhancing Hate Speech Detection in Vietnamese With A Unified Text-to-Text Transformer Model Luan Thanh Nguyen VLM 40 1 0 23 May 2024
Machine Learning-based NLP for Emotion Classification on a Cholera X Dataset Paul Jideani A. Gerber 36 2 0 08 May 2024
Detecting Anti-Semitic Hate Speech using Transformer-based Large Language Models Dengyi Liu Minghao Wang Andrew G. Catlin 31 1 0 06 May 2024
HateTinyLLM : Hate Speech Detection Using Tiny Large Language Models Tanmay Sen Ansuman Das Mrinmay Sen 39 4 0 26 Apr 2024
Target Span Detection for Implicit Harmful Content Nazanin Jafari James Allan Sheikh Muhammad Sarwar 50 1 0 28 Mar 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection E. Hossain Omar Sharif M. M. Hoque S. Preum 24 3 0 15 Feb 2024
"Define Your Terms" : Enhancing Efficient Offensive Speech Classification with Definition H. Nghiem Umang Gupta Fred Morstatter 39 4 0 05 Feb 2024
Detecting Racist Text in Bengali: An Ensemble Deep Learning Framework S. Jahan Nusrat Jahan Sadia Rahman Priota 22 0 0 30 Jan 2024
Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers Nikhil Narayan Mrutyunjay Biswal Pramod Goyal Abhranta Panigrahi VLM 22 3 0 09 Dec 2023
Current Topological and Machine Learning Applications for Bias Detection in Text Colleen Farrelly Yashbir Singh Quincy A. Hathaway Gunnar Carlsson Ashok Choudhary Rahul Paul Gianfranco Doretto Yassine Himeur Shadi Atalla W. Mansoor 29 4 0 22 Nov 2023
A Unique Training Strategy to Enhance Language Models Capabilities for Health Mention Detection from Social Media Content Pervaiz Iqbal Khan Muhammad Nabeel Asim Andreas Dengel Sheraz Ahmed 13 1 0 29 Oct 2023
LLMs and Finetuning: Benchmarking cross-domain performance for hate speech detection Ahmad Nasir Aadish Sharma Kokil Jaidka Saifuddin Ahmed 39 3 0 29 Oct 2023
Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection Fatma Elsafoury 29 3 0 31 Aug 2023
Multi-Modal Discussion Transformer: Integrating Text, Images and Graph Transformers to Detect Hate Speech on Social Media Liam Hebert Gaurav Sahu Yuxuan Guo Nanda Kishore Sreenivas Lukasz Golab Robin Cohen 23 10 0 18 Jul 2023
A Weakly Supervised Classifier and Dataset of White Supremacist Language Michael Miller Yoder Ahmad Diab D. W. Brown Kathleen M. Carley 30 5 0 27 Jun 2023
Revisiting Hate Speech Benchmarks: From Data Curation to System Deployment Atharva Kulkarni Sarah Masud Vikram Goyal Tanmoy Chakraborty 26 10 0 01 Jun 2023
Explaining Hate Speech Classification with Model Agnostic Methods D. Nandini Ute Schmid 19 4 0 30 May 2023
Exploiting Explainability to Design Adversarial Attacks and Evaluate Attack Resilience in Hate-Speech Detection Models Pranath Reddy Kumbam Sohaib Uddin Syed Prashanth Thamminedi S. Harish Ian Perera Bonnie J. Dorr AAML 29 1 0 29 May 2023
Regex-augmented Domain Transfer Topic Classification based on a Pre-trained Language Model: An application in Financial Domain Vanessa Liao Syed Shariyar Murtaza Yifan Nie Jimmy J. Lin 27 0 0 23 May 2023
"Can We Detect Substance Use Disorder?": Knowledge and Time Aware Classification on Social Media from Darkweb Usha Lokala Orchid Chetia Phukan T. Dastidar Francois R. Lamy Raminta Daniulaityte Amit P. Sheth 31 3 0 20 Apr 2023
Conversation Modeling to Predict Derailment Jiaqing Yuan Munindar P. Singh 19 4 0 20 Mar 2023
Memotion 3: Dataset on Sentiment and Emotion Analysis of Codemixed Hindi-English Memes Shreyash Mishra S. Suryavardan Parth Patwa Megha Chakraborty Anku Rani ... Amitava Das Amit P. Sheth Manoj Kumar Chinnakotla Asif Ekbal Srijan Kumar 19 15 0 17 Mar 2023
Understanding Social Media Cross-Modality Discourse in Linguistic Space Chunpu Xu Hanzhuo Tan Jing Li Piji Li 24 7 0 26 Feb 2023
Hate Speech and Offensive Language Detection using an Emotion-aware Shared Encoder Khouloud Mnassri P. Rajapaksha R. Farahbakhsh Noel Crespi 57 9 0 17 Feb 2023
New Challenges for Content Privacy in Speech and Audio Jennifer Williams Karla Pizzi Shuvayanti Das Paul-Gauthier Noé 25 11 0 21 Jan 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 34 2 0 11 Jan 2023
Human-in-the-Loop Hate Speech Classification in a Multilingual Context Ana Kotarcic Dominik Hangartner Fabrizio Gilardi Selina Kurer K. Donnay 24 2 0 05 Dec 2022
Hope Speech Detection on Social Media Platforms Pranjal Aggarwal Pasupuleti Chandana Jagrut J. Nemade Shubham Sharma Sunil Saumya Shankar Biradar 21 0 0 14 Nov 2022
How Hate Speech Varies by Target Identity: A Computational Analysis Michael Miller Yoder Lynnette Hui Xian Ng D. W. Brown Kathleen M. Carley 35 20 0 19 Oct 2022
Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection Tulika Bose Irina Illina Dominique Fohr 29 0 0 17 Oct 2022
Explainable Abuse Detection as Intent Classification and Slot Filling Agostina Calabrese Bjorn Ross Mirella Lapata 51 10 0 06 Oct 2022
The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Sovesh Mohapatra Somesh Mohapatra 21 0 0 03 Oct 2022
Is More Data Better? Re-thinking the Importance of Efficiency in Abusive Language Detection with Transformers-Based Active Learning Hannah Rose Kirk Bertie Vidgen Scott A. Hale 20 10 0 21 Sep 2022
Domain Classification-based Source-specific Term Penalization for Domain Adaptation in Hate-speech Detection Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr 19 0 0 18 Sep 2022
A Review of Challenges in Machine Learning based Automated Hate Speech Detection Abhishek Velankar H. Patil Raviraj Joshi 40 9 0 12 Sep 2022
SoK: Content Moderation in Social Media, from Guidelines to Enforcement, and Research to Practice Mohit Singhal Chen Ling Pujan Paudel Poojitha Thota Nihal Kumarswamy Gianluca Stringhini Shirin Nilizadeh 75 28 0 29 Jun 2022
Predicting Hate Intensity of Twitter Conversation Threads Qing Meng Tharun Suresh Roy Ka-wei Lee Tanmoy Chakraborty 27 19 0 16 Jun 2022
Perspectives of Non-Expert Users on Cyber Security and Privacy: An Analysis of Online Discussions on Twitter Nandita Pattnaik Shujun Li Jason R. C. Nurse 25 22 0 05 Jun 2022
Transfer Language Selection for Zero-Shot Cross-Lingual Abusive Language Detection J. Eronen M. Ptaszynski Fumito Masui Masaki Arata Gniewosz Leliwa Michal Wroczynski 19 31 0 02 Jun 2022
Vietnamese Hate and Offensive Detection using PhoBERT-CNN and Social Media Streaming Data K. Tran An Trong Nguyen Phu Gia Hoang Canh Duc Luu Trong-Hop Do Kiet Van Nguyen 22 23 0 01 Jun 2022
Hidden behind the obvious: misleading keywords and implicitly abusive language on social media Wenjie Yin A. Zubiaga 33 27 0 03 May 2022
Anti-Asian Hate Speech Detection via Data Augmented Semantic Relation Inference Jiaxuan Li Yue Ning 21 14 0 14 Apr 2022