Constructing interval variables via faceted Rasch measurement and
multitask deep learning: a hate speech application

Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application

22 September 2020

Chris J. Kennedy

Claudia von Vacano

Papers citing "Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application"

16 / 16 papers shown

Title
DefVerify: Do Hate Speech Models Reflect Their Dataset's Definition? Urja Khurana Eric T. Nalisnick Antske Fokkens 48 1 0 21 Oct 2024
Political DEBATE: Efficient Zero-shot and Few-shot Classifiers for Political Text Michael Burnham Kayla Kahn Ryan Yank Wang Rachel X. Peng 34 5 0 03 Sep 2024
On Fairness of Low-Rank Adaptation of Large Models Zhoujie Ding Ken Ziyu Liu Pura Peetathawatchai Berivan Isik Sanmi Koyejo 48 4 0 27 May 2024
From Languages to Geographies: Towards Evaluating Cultural Bias in Hate Speech Datasets Manuel Tonneau Diyi Liu Samuel Fraiberger Ralph Schroeder Scott A. Hale Paul Röttger 37 5 0 27 Apr 2024
Towards Interpretable Hate Speech Detection using Large Language Model-extracted Rationales Ayushi Nirmal Amrita Bhattacharjee Paras Sheth Huan Liu AAML 43 11 0 19 Mar 2024
HCDIR: End-to-end Hate Context Detection, and Intensity Reduction model for online comments Neeraj Kumar Singh Koyel Ghosh Joy Mahapatra Utpal Garain Apurbalal Senapati 11 0 0 20 Dec 2023
Robust Hate Speech Detection in Social Media: A Cross-Dataset Empirical Evaluation Dimosthenis Antypas Jose Camacho-Collados 51 23 0 04 Jul 2023
LCT-1 at SemEval-2023 Task 10: Pre-training and Multi-task Learning for Sexism Detection and Classification K. Chernyshev E. Garanina Duygu Bayram Qiankun Zheng Lukas Edman 11 0 0 08 Jun 2023
CL-UZH at SemEval-2023 Task 10: Sexism Detection through Incremental Fine-Tuning and Multi-Task Learning with Label Descriptions Janis Goldzycher 18 1 0 06 Jun 2023
The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation Barbara Plank 30 97 0 04 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 30 20 0 19 Oct 2022
COVID-19 and Big Data: Multi-faceted Analysis for Spatio-temporal Understanding of the Pandemic with Social Media Conversations Shayan Fazeli D. Zamanzadeh Anaelia Ovalle Thu-Anh Nguyen Gilbert Gee Majid Sarrafzadeh 28 1 0 22 Apr 2021
Detoxifying Language Models Risks Marginalizing Minority Voices Albert Xu Eshaan Pathak Eric Wallace Suchin Gururangan Maarten Sap Dan Klein 24 121 0 13 Apr 2021
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 242 320 0 21 Aug 2019
An All-In-One Convolutional Neural Network for Face Analysis Rajeev Ranjan S. Sankaranarayanan Carlos D. Castillo Rama Chellappa CVBM 138 428 0 03 Nov 2016
Automating biomedical data science through tree-based pipeline optimization Randal S. Olson Ryan J. Urbanowicz Peter C. Andrews Nicole A. Lavender L. C. Kidd J. Moore AI4CE 33 311 0 28 Jan 2016