Probing Critical Learning Dynamics of PLMs for Hate Speech Detection

Probing Critical Learning Dynamics of PLMs for Hate Speech Detection

3 February 2024

Mohammad Aflah Khan

Vikram Goyal

Md. Shad Akhtar

Tanmoy Chakraborty

Papers citing "Probing Critical Learning Dynamics of PLMs for Hate Speech Detection"

13 / 13 papers shown

Title
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 82 19 0 23 Oct 2022
Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions Yanai Elazar Nora Kassner Shauli Ravfogel Amir Feder Abhilasha Ravichander Marius Mosbach Yonatan Belinkov Hinrich Schütze Yoav Goldberg CML SyDa MILM 67 55 0 28 Jul 2022
Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization Sarah Masud Manjot Bedi Mohammad Aflah Khan Md. Shad Akhtar Tanmoy Chakraborty 44 22 0 08 Jun 2022
Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection Esma Balkir I. Nejadgholi Kathleen C. Fraser S. Kiritchenko FAtt 53 27 0 06 May 2022
HateBERT: Retraining BERT for Abusive Language Detection in English Tommaso Caselli Valerio Basile Jelena Mitrović Michael Granitzer 59 364 0 23 Oct 2020
BERTweet: A pre-trained language model for English Tweets Dat Quoc Nguyen Thanh Tien Vu A. Nguyen VLM 69 907 0 20 May 2020
What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models Wietse de Vries Andreas van Cranenburgh Malvina Nissim MILM SSeg MoE 79 64 0 14 Apr 2020
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 71 198 0 27 Oct 2019
How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations Betty van Aken B. Winter Alexander Loser Felix Alexander Gers 41 153 0 11 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 415 24,160 0 26 Jul 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 62 1,508 0 14 May 2019
A Unified Deep Learning Architecture for Abuse Detection Antigoni-Maria Founta Despoina Chatzakou N. Kourtellis Jeremy Blackburn Athena Vakali Ilias Leontiadis 56 237 0 01 Feb 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 574 21,613 0 22 May 2017

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