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"

42 / 92 papers shown

Title
A New Dataset for Topic-Based Paragraph Classification in Genocide-Related Court Transcripts Miriam Schirmer Udo Kruschwitz Gregor Donabauer AILaw 32 4 0 06 Apr 2022
Dynamically Refined Regularization for Improving Cross-corpora Hate Speech Detection Tulika Bose Nikolaos Aletras Irina Illina Dominique Fohr 50 5 0 23 Mar 2022
A Computational Approach to Understand Mental Health from Reddit: Knowledge-aware Multitask Learning Framework Usha Lokala Aseem Srivastava T. Dastidar Tanmoy Chakraborty Md Shad Akthar M. Panahiazar Amit P. Sheth 15 18 0 22 Mar 2022
Providing Insights for Open-Response Surveys via End-to-End Context-Aware Clustering S. Esmaeilzadeh Brian Williams Davood Shamsi Onar Vikingstad 28 2 0 02 Mar 2022
Deep Learning for Hate Speech Detection: A Comparative Study Jitendra Malik Hezhe Qiao Guansong Pang Anton Van Den Hengel 56 44 0 19 Feb 2022
Going Extreme: Comparative Analysis of Hate Speech in Parler and Gab Abraham Israeli Oren Tsur 32 1 0 27 Jan 2022
"Stop Asian Hate!" : Refining Detection of Anti-Asian Hate Speech During the COVID-19 Pandemic H. Nghiem Fred Morstatter 25 8 0 04 Dec 2021
American Hate Crime Trends Prediction with Event Extraction Songqiao Han Hailiang Huang Jiangwei Liu Shengsheng Xiao 63 4 0 09 Nov 2021
Sexism Prediction in Spanish and English Tweets Using Monolingual and Multilingual BERT and Ensemble Models Angel Felipe Magnossão de Paula Roberto Fray da Silva Ipek Baris Schlicht 11 29 0 08 Nov 2021
Cross-lingual Hate Speech Detection using Transformer Models Teodor Tita A. Zubiaga 30 13 0 01 Nov 2021
Adversarial Attacks and Defenses for Social Network Text Processing Applications: Techniques, Challenges and Future Research Directions I. Alsmadi Kashif Ahmad Mahmoud Nazzal Firoj Alam Ala I. Al-Fuqaha Abdallah Khreishah A. Algosaibi AAML 37 16 0 26 Oct 2021
Battling Hateful Content in Indic Languages HASOC '21 Aditya Kadam Anmol Goel Jivitesh Jain Jushaan Singh Kalra Heike Adel Manvith Reddy Prashant Kodali T. H. Arjun Manish Shrivastava Ponnurangam Kumaraguru 22 6 0 25 Oct 2021
Ceasing hate withMoH: Hate Speech Detection in Hindi-English Code-Switched Language Arushi Sharma Anubha Kabra Minni Jain 29 52 0 18 Oct 2021
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations Aida Mostafazadeh Davani Mark Díaz Vinodkumar Prabhakaran 11 306 0 12 Oct 2021
One to rule them all: Towards Joint Indic Language Hate Speech Detection Mehar Bhatia Tenzin Singhay Bhotia Akshat Agarwal Prakash Ramesh Shubham Gupta Kumar Shridhar F. Laumann Ayushman Dash 61 16 0 28 Sep 2021
SS-BERT: Mitigating Identity Terms Bias in Toxic Comment Classification by Utilising the Notion of "Subjectivity" and "Identity Terms" Zhixue Zhao Ziqi Zhang F. Hopfgartner 26 5 0 06 Sep 2021
Dealing with Adversarial Player Strategies in the Neural Network Game iNNk through Ensemble Learning Mathias Löwe Jennifer Villareale Evan Freed Aleksanteri Sladek Jichen Zhu S. Risi AAML 36 5 0 05 Jul 2021
Deciphering Implicit Hate: Evaluating Automated Detection Algorithms for Multimodal Hate Austin Botelho Bertie Vidgen Scott A. Hale 24 8 0 10 Jun 2021
Improving Automatic Hate Speech Detection with Multiword Expression Features Nicolas Zampieri Irina Illina Dominique Fohr 19 0 0 01 Jun 2021
Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media Ananya Srivastava Md Musleh Uddin Hasan Bhargav D. Yagnik Rahee Walambe K. Kotecha 35 7 0 11 May 2021
Analysis of Online Toxicity Detection Using Machine Learning Approaches Anjum R. Katarya 6 1 0 23 Apr 2021
Analysing Cyberbullying using Natural Language Processing by Understanding Jargon in Social Media Bhumika Bhatia Anuj Verma Anjum R. Katarya 22 10 0 23 Apr 2021
Comparative Analysis of Machine Learning and Deep Learning Algorithms for Detection of Online Hate Speech Tashvik Dhamija Anjum R. Katarya 17 4 0 23 Apr 2021
Understanding Transformers for Bot Detection in Twitter Andrés García-Silva Cristian Berrío José Manuél Gómez-Pérez 36 4 0 13 Apr 2021
Tackling Racial Bias in Automated Online Hate Detection: Towards Fair and Accurate Classification of Hateful Online Users Using Geometric Deep Learning Zo Ahmed Bertie Vidgen Scott A. Hale 28 3 0 22 Mar 2021
Towards generalisable hate speech detection: a review on obstacles and solutions Wenjie Yin A. Zubiaga 117 164 0 17 Feb 2021
Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media Sudhanshu Mishra S. Prasad Shubhanshu Mishra 7 22 0 27 Jan 2021
HateCheck: Functional Tests for Hate Speech Detection Models Paul Röttger B. Vidgen Dong Nguyen Zeerak Talat Helen Z. Margetts J. Pierrehumbert 33 260 0 31 Dec 2020
Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective S. Kiritchenko I. Nejadgholi Kathleen C. Fraser AILaw 28 86 0 22 Dec 2020
What Makes a Star Teacher? A Hierarchical BERT Model for Evaluating Teacher's Performance in Online Education Wen Wang Honglei Zhuang Michael X. Zhou Hanyu Liu Beibei Li 6 7 0 03 Dec 2020
It's a Thin Line Between Love and Hate: Using the Echo in Modeling Dynamics of Racist Online Communities Eyal Arviv Simo Hanouna Oren Tsur 6 8 0 16 Nov 2020
Towards Code-switched Classification Exploiting Constituent Language Resources Tanvi Dadu Kartikey Pant 19 9 0 03 Nov 2020
Bayesian Methods for Semi-supervised Text Annotation Kristian Miok Gregor Pirš Marko Robnik-Šikonja BDL 34 5 0 28 Oct 2020
A Multimodal Memes Classification: A Survey and Open Research Issues Tariq Habib Afridi A. Alam Muhammad Numan Khan Jawad Khan Young-Koo Lee 29 35 0 17 Sep 2020
Hate Speech Detection and Racial Bias Mitigation in Social Media based on BERT model Marzieh Mozafari R. Farahbakhsh Noel Crespi 20 211 0 14 Aug 2020
To BAN or not to BAN: Bayesian Attention Networks for Reliable Hate Speech Detection Kristian Miok Blaž Škrlj D. Zaharie Marko Robnik-Šikonja 20 43 0 10 Jul 2020
Cross-lingual Inductive Transfer to Detect Offensive Language Kartikey Pant Tanvi Dadu 24 5 0 07 Jul 2020
Automating Text Naturalness Evaluation of NLG Systems Erion cCano Ondrej Bojar 18 0 0 23 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 15 117 0 13 Jun 2020
Cyberbullying Detection with Fairness Constraints O. Gencoglu 29 48 0 09 May 2020
UHH-LT at SemEval-2020 Task 12: Fine-Tuning of Pre-Trained Transformer Networks for Offensive Language Detection Gregor Wiedemann Seid Muhie Yimam Christian Biemann 25 28 0 23 Apr 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 34 21 0 26 Feb 2020