ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection

26 February 2024

Papers citing "ID-XCB: Data-independent Debiasing for Fair and Accurate Transformer-based Cyberbullying Detection"

16 / 16 papers shown

Title
The Use of a Large Language Model for Cyberbullying Detection Bayode Ogunleye Babitha Dharmaraj 35 18 0 06 Feb 2024
Session-based Cyberbullying Detection in Social Media: A Survey Peiling Yi A. Zubiaga 52 51 0 14 Jul 2022
Cyberbullying detection across social media platforms via platform-aware adversarial encoding Peiling Yi A. Zubiaga 36 21 0 01 Apr 2022
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 238 142 0 23 Jan 2021
Improving Cyberbully Detection with User Interaction Suyu Ge Lu Cheng Huan Liu 68 37 0 01 Nov 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 152 2,428 0 23 Apr 2020
MPNet: Masked and Permuted Pre-training for Language Understanding Kaitao Song Xu Tan Tao Qin Jianfeng Lu Tie-Yan Liu 102 1,121 0 20 Apr 2020
Longformer: The Long-Document Transformer Iz Beltagy Matthew E. Peters Arman Cohan RALM VLM 171 4,071 0 10 Apr 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 57 174 0 11 Mar 2020
Stereotypical Bias Removal for Hate Speech Detection Task using Knowledge-based Generalizations Pinkesh Badjatiya Manish Gupta Vasudeva Varma 67 105 0 15 Jan 2020
Empirical Analysis of Multi-Task Learning for Reducing Model Bias in Toxic Comment Detection Ameya Vaidya Feng Mai Yue Ning 130 21 0 21 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 659 24,464 0 26 Jul 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 103 450 0 18 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,521 0 14 May 2019
Deep Learning for Detecting Cyberbullying Across Multiple Social Media Platforms Sweta Agrawal Amit Awekar 60 315 0 19 Jan 2018
Equality of Opportunity in Supervised Learning Moritz Hardt Eric Price Nathan Srebro FaML 228 4,312 0 07 Oct 2016